diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..574983a50ad2c97290ff3b2a32ab3c1d3e414b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.peace.images, measure_col=width. +Result preview: [{"url.peace.images": "\"0\"", "total_measure": 368892.0}, {"url.peace.images": "\"1\"", "total_measure": 518.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8671cc196811c12519a9fa98074d63763a019d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_00dd6a9e9d727c0a +-- problem_id: v2p_c12_f16ecaecab6b1535 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.peace.images", SUM(CAST("width" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.peace.images" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d8f305d49980d92971a0a3ff49cd3d3b71fd370 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.peace.images\", SUM(CAST(\"width\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.peace.images\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.peace.images\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.peace.images\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.peace.images\", \"total_measure\"], \"rows\": [{\"url.peace.images\": \"\\\"0\\\"\", \"total_measure\": 368892.0}, {\"url.peace.images\": \"\\\"1\\\"\", \"total_measure\": 518.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fa66fe9c70edc5559679b744726de4df458ec15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:06:39.424370+00:00", + "ended_at": "2026-05-19T16:07:04.782641+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_00dd6a9e9d727c0a", + "problem_id": "v2p_c12_f16ecaecab6b1535", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.peace.images, measure_col=width.", + "bindings": { + "group_col": "url.peace.images", + "measure_col": "width", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_00dd6a9e9d727c0a.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_00dd6a9e9d727c0a", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 0, + "output_tokens": 599, + "total_tokens": 219184, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24216.93, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..900176b8a7b8bd777130ef947a669af2de9d9dd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:43.545450+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4005.07, "started_at": "2026-05-19T16:06:39.538006+00:00", "ended_at": "2026-05-19T16:06:43.543125+00:00", "prompt_metrics": {"chars": 687556, "bytes_utf8": 687556, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-41bd-7c12-90b4-80c8a9a6549c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:04.771831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20211.86, "started_at": "2026-05-19T16:06:44.557205+00:00", "ended_at": "2026-05-19T16:07:04.769094+00:00", "prompt_metrics": {"chars": 687556, "bytes_utf8": 687556, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218585, "cached_input_tokens": 0, "output_tokens": 599, "reasoning_output_tokens": 496}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.peace.images\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.peace.images\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"url.peace.images\\\" and measure_col=\\\"width\\\". Cast \\\"width\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..303efd144d45b15b410911b705b3ef5cda4feaa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_00dd6a9e9d727c0a", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 0, + "output_tokens": 599, + "total_tokens": 219184, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24216.93, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00dd6a9e9d727c0a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54d22411a8ea8e069956f3f9d3cfb1cc2fdd57fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:16.804522+00:00", + "ended_at": "2026-05-19T16:14:25.646627+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_00e856dd33b10285", + "problem_id": "v2p_c12_3a3a221856c20cef", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.www.monmouth.com.", + "bindings": { + "group_col": "local", + "group_col_2": "url.www.monmouth.com", + "predicate_col": "url.www.yahoo.co.uk", + "predicate_op": "=", + "predicate_value": "\"1\"", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c6f04b3171899c2fd6fdb061be9f1d2a9882647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_00e856dd33b10285/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:20.847373+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3940.45, "started_at": "2026-05-19T16:14:16.903670+00:00", "ended_at": "2026-05-19T16:14:20.844163+00:00", "prompt_metrics": {"chars": 687888, "bytes_utf8": 687888, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-3c44-7250-a5da-bc532a62f623\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:25.646522+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3782.68, "started_at": "2026-05-19T16:14:21.861232+00:00", "ended_at": "2026-05-19T16:14:25.643938+00:00", "prompt_metrics": {"chars": 687888, "bytes_utf8": 687888, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-4fbf-7dd0-9dd7-a28221af7655\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1871fd46eef8db5fd6cc29fef7c443bfff2b4a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:15:03.994227+00:00", + "ended_at": "2026-05-19T16:15:18.183445+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_01ad4a84dcc849b0", + "problem_id": "v2p_c12_601939806508c266", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.468x60.", + "bindings": { + "group_col": "local", + "group_col_2": "url.468x60", + "predicate_col": "url.infoserver.etl.vt.edu", + "predicate_op": "=", + "predicate_value": "\"0\"", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7a6aa7142d14b5abcc01346077239160adce3d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_01ad4a84dcc849b0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:13.156298+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9065.28, "started_at": "2026-05-19T16:15:04.088742+00:00", "ended_at": "2026-05-19T16:15:13.154050+00:00", "prompt_metrics": {"chars": 687874, "bytes_utf8": 687874, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-f4f0-77d2-b78f-41ca43ce7c97\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:18.183306+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4010.06, "started_at": "2026-05-19T16:15:14.169827+00:00", "ended_at": "2026-05-19T16:15:18.179937+00:00", "prompt_metrics": {"chars": 687874, "bytes_utf8": 687874, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-1beb-7692-b87a-467c14e68955\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca1adbcf9fcb970c274e106aad5747e1db7dc6f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:16.308798+00:00", + "ended_at": "2026-05-19T16:28:27.208459+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_02da5bd523141825", + "problem_id": "v2p_c12_991010ec1a78aceb", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d05148c0cf718e9d7368591087736ba3fbb38ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_02da5bd523141825/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:21.309890+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4889.2, "started_at": "2026-05-19T16:28:16.417013+00:00", "ended_at": "2026-05-19T16:28:21.306275+00:00", "prompt_metrics": {"chars": 687479, "bytes_utf8": 687479, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-0c1d-7a23-a766-d0e54d6d28a0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:27.208313+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4881.47, "started_at": "2026-05-19T16:28:22.323550+00:00", "ended_at": "2026-05-19T16:28:27.205081+00:00", "prompt_metrics": {"chars": 687479, "bytes_utf8": 687479, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-231c-7c73-95e0-2e521ea63558\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8d42b9c3899f8343ba5b06f72c2585038bcf5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:06.802225+00:00", + "ended_at": "2026-05-19T16:12:16.303495+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_03637ef34ab67704", + "problem_id": "v2p_c12_f766c8e6be5e41be", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.ran.org, measure_col=aratio.", + "bindings": { + "group_col": "url.ran.org", + "measure_col": "aratio", + "item_col": "height", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccf18216bc192c1c30e25e0666aea99eaafb25bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_03637ef34ab67704/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:11.006064+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4106.4, "started_at": "2026-05-19T16:12:06.897214+00:00", "ended_at": "2026-05-19T16:12:11.003646+00:00", "prompt_metrics": {"chars": 687957, "bytes_utf8": 687957, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-4079-7b80-b09b-c58a21379d50\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:16.303403+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4269.35, "started_at": "2026-05-19T16:12:12.031792+00:00", "ended_at": "2026-05-19T16:12:16.301186+00:00", "prompt_metrics": {"chars": 687957, "bytes_utf8": 687957, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-5479-7372-be7e-28758d72c429\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b0731b5aa6b94515c2aafb93b4d57a086ae4b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:10.214431+00:00", + "ended_at": "2026-05-19T16:35:22.051365+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0389965c91241649", + "problem_id": "v2p_c12_aa11d5230d3e426d", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=url.tkaine.buttons, measure_col=height.", + "bindings": { + "group_col": "url.tkaine.buttons", + "measure_col": "height", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8b5601088cf5aeef6b2d06360646805e5d04a64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0389965c91241649/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:35:15.851356+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5531.89, "started_at": "2026-05-19T16:35:10.316359+00:00", "ended_at": "2026-05-19T16:35:15.848303+00:00", "prompt_metrics": {"chars": 687648, "bytes_utf8": 687648, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-5d00-7d62-9ff1-f7ca41422805\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:35:22.051273+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5182.24, "started_at": "2026-05-19T16:35:16.866636+00:00", "ended_at": "2026-05-19T16:35:22.048924+00:00", "prompt_metrics": {"chars": 687648, "bytes_utf8": 687648, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-7659-7cf3-8470-dbcdff72aba0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62a54f9592c0696d8aba44d8486cb764915df131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:44.857763+00:00", + "ended_at": "2026-05-19T16:11:54.614425+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_04a84b25ab4ff2ff", + "problem_id": "v2p_c12_ff662a975ffa2cfc", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.afn.org, measure_col=width.", + "bindings": { + "group_col": "url.afn.org", + "measure_col": "width", + "item_col": "aratio", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d53e40ff040869dd97bcb6bf9dc967908be1e1df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_04a84b25ab4ff2ff/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:49.074030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4117.78, "started_at": "2026-05-19T16:11:44.953645+00:00", "ended_at": "2026-05-19T16:11:49.071460+00:00", "prompt_metrics": {"chars": 687958, "bytes_utf8": 687958, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-eace-7a43-ad7f-4bad8970a045\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:54.614265+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4519.84, "started_at": "2026-05-19T16:11:50.090100+00:00", "ended_at": "2026-05-19T16:11:54.609976+00:00", "prompt_metrics": {"chars": 687958, "bytes_utf8": 687958, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-ff00-7c42-b15a-7d1f91b8bf1d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20cff4ee2a50a087c586026cb6bad58853020de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:22:48.163539+00:00", + "ended_at": "2026-05-19T16:22:58.384444+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_055194b50719d2c3", + "problem_id": "v2p_c12_36a2653edea76830", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.heartland.meadows, measure_col=height.", + "bindings": { + "group_col": "url.heartland.meadows", + "measure_col": "height", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a921215b2c14c4fb6a661aa5b6a8827f8c28b836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_055194b50719d2c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:53.055525+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4782.85, "started_at": "2026-05-19T16:22:48.268074+00:00", "ended_at": "2026-05-19T16:22:53.050985+00:00", "prompt_metrics": {"chars": 687745, "bytes_utf8": 687745, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-0a57-7813-af82-2647175f49f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:58.384316+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4312.34, "started_at": "2026-05-19T16:22:54.068882+00:00", "ended_at": "2026-05-19T16:22:58.381285+00:00", "prompt_metrics": {"chars": 687745, "bytes_utf8": 687745, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-2103-76e0-8aa5-5a47e3601436\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5e1fc5991137a1044125fc38e04c7335f966e10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:31:08.468250+00:00", + "ended_at": "2026-05-19T16:31:18.663162+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0775812ab7dceaa3", + "problem_id": "v2p_c12_b1cf78d0fb42efba", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=url.keith.", + "bindings": { + "group_col": "url.keith", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c8dacbdd5b5dd0c97bb25b8e0f9b05c7ecf4422 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0775812ab7dceaa3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:13.072742+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4499.34, "started_at": "2026-05-19T16:31:08.570322+00:00", "ended_at": "2026-05-19T16:31:13.069722+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-ac7c-7733-9bcb-d857f5df279e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:31:18.662980+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4559.55, "started_at": "2026-05-19T16:31:14.099972+00:00", "ended_at": "2026-05-19T16:31:18.659616+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-c248-7a22-996e-dcc82bd0afe3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09d4f079d15646ba30c6b1c38fc48b89a3b834f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:29:20.353236+00:00", + "ended_at": "2026-05-19T16:29:30.862125+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0859619e2675373e", + "problem_id": "v2p_c12_6e0f87d842652698", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..871a38e6f568b92dc17e8091aa64c2472449c6ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0859619e2675373e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:25.166430+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4705.05, "started_at": "2026-05-19T16:29:20.458372+00:00", "ended_at": "2026-05-19T16:29:25.163475+00:00", "prompt_metrics": {"chars": 687479, "bytes_utf8": 687479, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-0642-7233-9a7b-6fa441b9614e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:30.861863+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4673.83, "started_at": "2026-05-19T16:29:26.184455+00:00", "ended_at": "2026-05-19T16:29:30.858364+00:00", "prompt_metrics": {"chars": 687479, "bytes_utf8": 687479, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-1c86-75a3-8fde-4f58b8fcee9c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57c42088f998d8956f6be48167b7e82c59054cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:21:49.747672+00:00", + "ended_at": "2026-05-19T16:22:05.950369+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0992e35415f6b634", + "problem_id": "v2p_c12_da140280f37b1a15", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.geoguideii.nh, measure_col=width.", + "bindings": { + "group_col": "url.geoguideii.nh", + "measure_col": "width", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81ff65841efe3ada2377c013a9847ccc0e904c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0992e35415f6b634/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:00.686864+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 10838.2, "started_at": "2026-05-19T16:21:49.844224+00:00", "ended_at": "2026-05-19T16:22:00.682458+00:00", "prompt_metrics": {"chars": 687741, "bytes_utf8": 687741, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-25b8-7f83-8e9c-91b291f28ed3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:05.950275+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4249.5, "started_at": "2026-05-19T16:22:01.698334+00:00", "ended_at": "2026-05-19T16:22:05.947869+00:00", "prompt_metrics": {"chars": 687741, "bytes_utf8": 687741, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-53db-7471-8ae9-b4f550abf00a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d325d8284eab90cfd40c550c51eaa8dd4132ccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:23:20.075818+00:00", + "ended_at": "2026-05-19T16:23:30.885444+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0aa55927e1029c2e", + "problem_id": "v2p_c12_a43fc7200655acda", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.home.netscape.com, measure_col=width.", + "bindings": { + "group_col": "url.home.netscape.com", + "measure_col": "width", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d7734e460a6a4b2fd60dc287c4381cf719d6af8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0aa55927e1029c2e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:24.955712+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4770.07, "started_at": "2026-05-19T16:23:20.181169+00:00", "ended_at": "2026-05-19T16:23:24.951305+00:00", "prompt_metrics": {"chars": 687747, "bytes_utf8": 687747, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-86e2-7212-8566-98109fbf7bec\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:30.885322+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4899.05, "started_at": "2026-05-19T16:23:25.982859+00:00", "ended_at": "2026-05-19T16:23:30.881980+00:00", "prompt_metrics": {"chars": 687747, "bytes_utf8": 687747, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-9da4-7850-bd1b-a03dc2b7b90e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b1479236c21672344bd0d966015ab6ab175094e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:02:21.077704+00:00", + "ended_at": "2026-05-19T16:02:30.619243+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0fa5b9b15701dd00", + "problem_id": "v2p_c12_a8a4456160c47a91", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.images.buttons, measure_col=width.", + "bindings": { + "group_col": "url.images.buttons", + "measure_col": "width", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40d04ac2daaad494cae4d24efd06ce7ff62c15dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fa5b9b15701dd00/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:25.311219+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4137.73, "started_at": "2026-05-19T16:02:21.169540+00:00", "ended_at": "2026-05-19T16:02:25.307297+00:00", "prompt_metrics": {"chars": 687564, "bytes_utf8": 687564, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-5083-7e71-a843-5eed1e2e8411\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:30.619144+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4279.1, "started_at": "2026-05-19T16:02:26.337646+00:00", "ended_at": "2026-05-19T16:02:30.616794+00:00", "prompt_metrics": {"chars": 687564, "bytes_utf8": 687564, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-64b0-7a61-855b-308b085bd1fa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..071757eb981793ff33e09236b7cf22533420f1fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:37.891264+00:00", + "ended_at": "2026-05-19T16:28:49.520982+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_0fe8264bb49b7218", + "problem_id": "v2p_c12_8efe527159c78cda", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=aratio.", + "bindings": { + "measure_col": "aratio", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1298ae88b6534d730192c442aec023b659b70d33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_0fe8264bb49b7218/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:43.847906+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5850.74, "started_at": "2026-05-19T16:28:37.993890+00:00", "ended_at": "2026-05-19T16:28:43.844684+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-605b-72d1-96be-96e3288e53d3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:49.520858+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4646.25, "started_at": "2026-05-19T16:28:44.871297+00:00", "ended_at": "2026-05-19T16:28:49.517602+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-7b3a-7960-af2d-7cb227c6f6b6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d38bb814b8bc6d3ab6a073e337b1aeaefe49f18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:04.911757+00:00", + "ended_at": "2026-05-19T16:13:14.026344+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_10296b3e78a6bc2d", + "problem_id": "v2p_c12_65286a0d08f7f4f9", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.carousel.org, condition_col=url.carousel.org.", + "bindings": { + "group_col": "url.carousel.org", + "condition_col": "url.carousel.org", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78dd1987fc9360d53cb745bfde316c10ae1e6010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_10296b3e78a6bc2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:09.384223+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4375.33, "started_at": "2026-05-19T16:13:05.006437+00:00", "ended_at": "2026-05-19T16:13:09.381802+00:00", "prompt_metrics": {"chars": 688395, "bytes_utf8": 688395, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-2383-77e3-94b0-11edc30e57d8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:14.026254+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3616.92, "started_at": "2026-05-19T16:13:10.406699+00:00", "ended_at": "2026-05-19T16:13:14.023671+00:00", "prompt_metrics": {"chars": 688395, "bytes_utf8": 688395, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-3882-7b63-bc34-97926996f6d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0b6b93c3fcfb394131b680c47d2b7b0116e34ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:31:18.664226+00:00", + "ended_at": "2026-05-19T16:31:28.598843+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_11763ada49841872", + "problem_id": "v2p_c12_2952a23eaa659f93", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=url.keith.", + "bindings": { + "group_col": "url.keith", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd654a3b86e14d0a0d15a1a0c3e4768dd0c6439d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_11763ada49841872/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:23.051646+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4281.12, "started_at": "2026-05-19T16:31:18.767496+00:00", "ended_at": "2026-05-19T16:31:23.048676+00:00", "prompt_metrics": {"chars": 687540, "bytes_utf8": 687540, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-d45f-7dd1-8121-88a63630b071\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:31:28.598711+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4514.88, "started_at": "2026-05-19T16:31:24.080536+00:00", "ended_at": "2026-05-19T16:31:28.595487+00:00", "prompt_metrics": {"chars": 687540, "bytes_utf8": 687540, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-e91f-7332-a385-50b6e3d4ebdf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bab16df94d6682a78450ed95b0b9fcef20c9b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:23.932382+00:00", + "ended_at": "2026-05-19T16:13:32.811069+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_145ffb6a618f5738", + "problem_id": "v2p_c12_9fd0ad29311fa453", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.cmp.flowsoft010, condition_col=url.cmp.flowsoft010.", + "bindings": { + "group_col": "url.cmp.flowsoft010", + "condition_col": "url.cmp.flowsoft010", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27d11adbf0dd9dd1fc7449237bbfb8278a60d83b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_145ffb6a618f5738/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:28.118476+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4082.3, "started_at": "2026-05-19T16:13:24.033900+00:00", "ended_at": "2026-05-19T16:13:28.116230+00:00", "prompt_metrics": {"chars": 688406, "bytes_utf8": 688406, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-6dcc-7d71-84ab-a0817cc4c3b3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:32.810966+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3678.98, "started_at": "2026-05-19T16:13:29.129696+00:00", "ended_at": "2026-05-19T16:13:32.808708+00:00", "prompt_metrics": {"chars": 688406, "bytes_utf8": 688406, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-81aa-7950-9f82-cef72aebb3a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..169a94c65abbd86c9246bda7dc7ca9b746aa56df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:58.234701+00:00", + "ended_at": "2026-05-19T16:11:08.022896+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1505afc91b7a894f", + "problem_id": "v2p_c12_e31cbafc73a7a0f1", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.area51, measure_col=aratio.", + "bindings": { + "group_col": "url.area51", + "measure_col": "aratio", + "item_col": "height", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e456c5c300065d85455c432d7055df3cc85fe9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1505afc91b7a894f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:02.789075+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4457.17, "started_at": "2026-05-19T16:10:58.329360+00:00", "ended_at": "2026-05-19T16:11:02.786564+00:00", "prompt_metrics": {"chars": 687948, "bytes_utf8": 687948, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-3496-7882-b2a3-c1e60d773b84\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:08.022793+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4211.71, "started_at": "2026-05-19T16:11:03.807234+00:00", "ended_at": "2026-05-19T16:11:08.018984+00:00", "prompt_metrics": {"chars": 687948, "bytes_utf8": 687948, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-49ef-77f3-b501-e49543dab469\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e3e1ec40bf8a6d13e7d1cc6a3fd932dfdaf48a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.area51.corridor. +Result preview: [{"url.area51.corridor": "\"0\"", "row_count": 3261}, {"url.area51.corridor": "\"1\"", "row_count": 18}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be4b48fc3368e8eb34a0c34d5ce36c9db69542ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c12_1529d688493ff670 +-- problem_id: v2p_c12_3be9984c910381be +-- realization_mode: agent +-- source_kind: agent +SELECT "url.area51.corridor", COUNT(*) AS "row_count" +FROM "c12" +GROUP BY "url.area51.corridor" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3d726961c4ee5b35fa974d3c3e216673afdb96a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"url.area51.corridor\", COUNT(*) AS \"row_count\"\nFROM \"c12\"\nGROUP BY \"url.area51.corridor\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"url.area51.corridor\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.area51.corridor\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"url.area51.corridor\", \"row_count\"], \"rows\": [{\"url.area51.corridor\": \"\\\"0\\\"\", \"row_count\": 3261}, {\"url.area51.corridor\": \"\\\"1\\\"\", \"row_count\": 18}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c14b8cf019a543fbc0514babfdb09d0e8cfb10fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:07:34.517496+00:00", + "ended_at": "2026-05-19T16:07:44.990268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1529d688493ff670", + "problem_id": "v2p_c12_3be9984c910381be", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.area51.corridor.", + "bindings": { + "group_col": "url.area51.corridor", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1529d688493ff670.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_1529d688493ff670", + "api_calls": 0, + "input_tokens": 218564, + "cached_input_tokens": 217472, + "output_tokens": 313, + "total_tokens": 218877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10361.25, + "sql_execution_elapsed_ms_total": 8.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00471d01847b7b1ac09cca0d2a696749f7fe3596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:44.979608+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10361.25, "started_at": "2026-05-19T16:07:34.613941+00:00", "ended_at": "2026-05-19T16:07:44.975232+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 309, "bytes_utf8": 309, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218564, "cached_input_tokens": 217472, "output_tokens": 313, "reasoning_output_tokens": 226}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"url.area51.corridor\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.area51.corridor\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution for \\\"url.area51.corridor\\\" using the provided Grouped Count by Category template.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..225f3783410db2b322f87b9bdb44d81d72bb603b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_1529d688493ff670", + "api_calls": 0, + "input_tokens": 218564, + "cached_input_tokens": 217472, + "output_tokens": 313, + "total_tokens": 218877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10361.25, + "sql_execution_elapsed_ms_total": 8.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1529d688493ff670/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cb03b6a9358064980c6d56619d02e45d60df51b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:19:10.810404+00:00", + "ended_at": "2026-05-19T16:19:20.633858+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1bd22e21dc91298b", + "problem_id": "v2p_c12_56f4a5b779929767", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.www.worlddrugstore.com, measure_col=width.", + "bindings": { + "group_col": "url.www.worlddrugstore.com", + "measure_col": "width", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37a5b77e8ee4c94e434fb4a985799c74f884cf9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1bd22e21dc91298b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:15.157564+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4250.11, "started_at": "2026-05-19T16:19:10.904960+00:00", "ended_at": "2026-05-19T16:19:15.155103+00:00", "prompt_metrics": {"chars": 688135, "bytes_utf8": 688135, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-b8d7-79d2-81c7-a344693a1ae1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:20.633743+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4460.85, "started_at": "2026-05-19T16:19:16.170285+00:00", "ended_at": "2026-05-19T16:19:20.631172+00:00", "prompt_metrics": {"chars": 688135, "bytes_utf8": 688135, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-cda0-7d10-807b-5f8d21fd5506\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75d66b4fc9f3e01a61791a33512920c77fe75baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3269, "support_share": 0.9969502897224763, "support_rank": 1}, {"value_label": "\"1\"", "support": 10, "support_share": 0.0030497102775236353, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6c55e1660f7187568464fe54769c51cea2bba6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_1c1389f52ff57406 +-- problem_id: v2p_c12_6a4930d8cc0e7cbf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.hevern" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.hevern" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f87c0043aa99b9b51cd8cd826b7e41eb4ee7757 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_1c1389f52ff57406\n-- problem_id: v2p_c12_6a4930d8cc0e7cbf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.hevern\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.hevern\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_1c1389f52ff57406\\n-- problem_id: v2p_c12_6a4930d8cc0e7cbf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.hevern\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.hevern\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3269, \"support_share\": 0.9969502897224763, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 10, \"support_share\": 0.0030497102775236353, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.0}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..619443eee2c3617d208cd239c3cad9c652266d22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.060717+00:00", + "ended_at": "2026-05-19T16:35:43.075541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1c1389f52ff57406", + "problem_id": "v2p_c12_6a4930d8cc0e7cbf", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=origurl.hevern.", + "bindings": { + "group_col": "origurl.hevern" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c1389f52ff57406.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c1389f52ff57406/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75d66b4fc9f3e01a61791a33512920c77fe75baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3269, "support_share": 0.9969502897224763, "support_rank": 1}, {"value_label": "\"1\"", "support": 10, "support_share": 0.0030497102775236353, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60e9edeb22939da6ea96a62dd207a5ce78d83575 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_1c957f9f55277b39 +-- problem_id: v2p_c12_bfa313a1ec0b6fd9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.nav" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.nav" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75afa768c9ebbe4d96d239d68fdd331a59b23a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_1c957f9f55277b39\n-- problem_id: v2p_c12_bfa313a1ec0b6fd9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.nav\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.nav\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_1c957f9f55277b39\\n-- problem_id: v2p_c12_bfa313a1ec0b6fd9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.nav\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.nav\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3269, \"support_share\": 0.9969502897224763, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 10, \"support_share\": 0.0030497102775236353, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05d4b747dc6016bf70e2f2cfed37487dee1fd494 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.031850+00:00", + "ended_at": "2026-05-19T16:35:43.045511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1c957f9f55277b39", + "problem_id": "v2p_c12_bfa313a1ec0b6fd9", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=origurl.nav.", + "bindings": { + "group_col": "origurl.nav" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c957f9f55277b39.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1c957f9f55277b39/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcdf956fdabbaa560bc4a11aa4c6f97d2e954b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:34:33.106344+00:00", + "ended_at": "2026-05-19T16:34:44.501800+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1ccec0fc0aea42a4", + "problem_id": "v2p_c12_712191377cef7180", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=url.stinky.gra, measure_col=aratio.", + "bindings": { + "group_col": "url.stinky.gra", + "measure_col": "aratio", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9c77b6c47fe565a1b5c9d43eac0544bc3b50284 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1ccec0fc0aea42a4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:34:38.697366+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5484.27, "started_at": "2026-05-19T16:34:33.207377+00:00", "ended_at": "2026-05-19T16:34:38.691711+00:00", "prompt_metrics": {"chars": 687634, "bytes_utf8": 687634, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-cbf0-7b61-b298-acbacbef18a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:34:44.501674+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4773.25, "started_at": "2026-05-19T16:34:39.725222+00:00", "ended_at": "2026-05-19T16:34:44.498551+00:00", "prompt_metrics": {"chars": 687634, "bytes_utf8": 687634, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-e577-71a0-92cf-bb757f0742db\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57316ad450dfe4b9fe6b8ab1738ea4870dfe0c44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:17.163916+00:00", + "ended_at": "2026-05-19T16:11:26.436482+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1dabf516253b2109", + "problem_id": "v2p_c12_730d89f51cdc10dd", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.www.internauts.ca, measure_col=height.", + "bindings": { + "group_col": "url.www.internauts.ca", + "measure_col": "height", + "item_col": "width", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c96f5013b4a7c9d776d790b34a563ba9f0f581e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1dabf516253b2109/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:21.432827+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4155.94, "started_at": "2026-05-19T16:11:17.274558+00:00", "ended_at": "2026-05-19T16:11:21.430531+00:00", "prompt_metrics": {"chars": 687975, "bytes_utf8": 687975, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-7ea9-7241-8ad7-52a43c3799e6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:26.436379+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3988.8, "started_at": "2026-05-19T16:11:22.444819+00:00", "ended_at": "2026-05-19T16:11:26.433661+00:00", "prompt_metrics": {"chars": 687975, "bytes_utf8": 687975, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-92d6-7f82-84e6-71669f28896c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1aa7adcd6bab90c6d4452d6a69db0a9059f573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.oso, measure_col=aratio. +Result preview: [{"url.oso": "\"0\"", "total_measure": 9235.9405}, {"url.oso": "\"1\"", "total_measure": 31.474999999999998}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a827a65608c2a092ce71a67122035de1d46eb2a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_1f50b115f8c210a4 +-- problem_id: v2p_c12_16fd1b3deadd7c1d +-- realization_mode: agent +-- source_kind: agent +SELECT "url.oso", SUM(CAST("aratio" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.oso" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49001e27b777dd9330bebf7e4ae223ba65c29cc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.oso\", SUM(CAST(\"aratio\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.oso\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.oso\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.oso\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.oso\", \"total_measure\"], \"rows\": [{\"url.oso\": \"\\\"0\\\"\", \"total_measure\": 9235.9405}, {\"url.oso\": \"\\\"1\\\"\", \"total_measure\": 31.474999999999998}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.25}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..924d6d09711608f73f9a228818de222f49f6f8ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:05:02.854228+00:00", + "ended_at": "2026-05-19T16:05:39.296548+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1f50b115f8c210a4", + "problem_id": "v2p_c12_16fd1b3deadd7c1d", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.oso, measure_col=aratio.", + "bindings": { + "group_col": "url.oso", + "measure_col": "aratio", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1f50b115f8c210a4.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_1f50b115f8c210a4", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 0, + "output_tokens": 521, + "total_tokens": 219106, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36328.0, + "sql_execution_elapsed_ms_total": 13.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d070f1238a541de1a444fd34bf5a7febab56de23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:39.280278+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 36328.0, "started_at": "2026-05-19T16:05:02.949283+00:00", "ended_at": "2026-05-19T16:05:39.277317+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218585, "cached_input_tokens": 0, "output_tokens": 521, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.oso\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.oso\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the Grouped Numeric Sum template with group_col=\\\"url.oso\\\" and measure_col=\\\"aratio\\\". CAST(\\\"aratio\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c5abaf6927d4fcb1fcaecafb961b453e1b5327d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_1f50b115f8c210a4", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 0, + "output_tokens": 521, + "total_tokens": 219106, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36328.0, + "sql_execution_elapsed_ms_total": 13.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1f50b115f8c210a4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f55c4193d842e06ce5e1efdcdc45c762b63dc9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:34:17.681510+00:00", + "ended_at": "2026-05-19T16:34:33.105115+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1fa56c5f56b8ef0f", + "problem_id": "v2p_c12_52e71ac349ef3894", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=url.banner, measure_col=width.", + "bindings": { + "group_col": "url.banner", + "measure_col": "width", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8abc6d5d8e2ff9590f9d8d1d7c6eb8f7af79b59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fa56c5f56b8ef0f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:34:23.185472+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5393.94, "started_at": "2026-05-19T16:34:17.783187+00:00", "ended_at": "2026-05-19T16:34:23.177188+00:00", "prompt_metrics": {"chars": 687631, "bytes_utf8": 687631, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-8fa7-7783-84cd-12478043fa3a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:34:33.104929+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8891.32, "started_at": "2026-05-19T16:34:24.210366+00:00", "ended_at": "2026-05-19T16:34:33.101750+00:00", "prompt_metrics": {"chars": 687631, "bytes_utf8": 687631, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-a8e6-7f53-b841-9359cc542c79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23ff1c7614a29bf3652d7c0226d8bb90d828c7ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:19:48.245566+00:00", + "ended_at": "2026-05-19T16:20:00.997342+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_1fb615dc4a457af6", + "problem_id": "v2p_c12_c43a6e24973cb091", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.ucsd.edu, measure_col=height.", + "bindings": { + "group_col": "url.ucsd.edu", + "measure_col": "height", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af881cb9e8a3f27844f4f84c4f82f40b179dc6fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_1fb615dc4a457af6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:52.891154+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4536.73, "started_at": "2026-05-19T16:19:48.352136+00:00", "ended_at": "2026-05-19T16:19:52.888905+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-4af5-7ac2-93c4-89af6014da07\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:00.997251+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7091.98, "started_at": "2026-05-19T16:19:53.903049+00:00", "ended_at": "2026-05-19T16:20:00.995064+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-60ae-7af1-b5bf-f128b5a5f396\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3bdae43e98580dafb145e66d4b581e4c0c9ba4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:34:44.502945+00:00", + "ended_at": "2026-05-19T16:34:58.251044+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_208ecb5474ddd13a", + "problem_id": "v2p_c12_d030f1a3aa0a594f", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=url.stinky.gra, measure_col=aratio.", + "bindings": { + "group_col": "url.stinky.gra", + "measure_col": "aratio", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88fcfd0d75b0a4a5cc17daa6990a892f49eedb6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_208ecb5474ddd13a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:34:49.617577+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5007.59, "started_at": "2026-05-19T16:34:44.605728+00:00", "ended_at": "2026-05-19T16:34:49.613375+00:00", "prompt_metrics": {"chars": 687644, "bytes_utf8": 687644, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-f87f-7ed3-b8ee-b7c0609d3df5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:34:58.250914+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7602.41, "started_at": "2026-05-19T16:34:50.645391+00:00", "ended_at": "2026-05-19T16:34:58.247878+00:00", "prompt_metrics": {"chars": 687644, "bytes_utf8": 687644, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-1023-72f2-a3f2-30ae2d12e469\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2c5cde3d4f4cfe8c05bd33f61081692d2b87cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:59.528524+00:00", + "ended_at": "2026-05-19T16:29:09.985441+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_2326f8eb1bac7310", + "problem_id": "v2p_c12_0aba110b40f63871", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2f25ad1ebc7eb9029f499de6d5b594bee42a1e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2326f8eb1bac7310/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:04.557406+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4924.12, "started_at": "2026-05-19T16:28:59.630231+00:00", "ended_at": "2026-05-19T16:29:04.554400+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-b4dd-74c1-9520-863fe4152e99\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:09.985330+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4399.63, "started_at": "2026-05-19T16:29:05.582666+00:00", "ended_at": "2026-05-19T16:29:09.982351+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-cc1b-7de2-a249-22d616fbbe48\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2de1c6a1ef00f39d72a8e1ec10615aa57b5c7fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.images.buttons, measure_col=width. +Result preview: [{"url.images.buttons": "\"0\"", "total_measure": 369159.0}, {"url.images.buttons": "\"1\"", "total_measure": 251.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18d734c2f25aa9523f120d88174a52ab368fa25f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_238925981630df08 +-- problem_id: v2p_c12_b7eca027e2f12c46 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.images.buttons", SUM(CAST("width" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.images.buttons" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f4031966f47fa3e9c29d32f7294f552df76037d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.images.buttons\", SUM(CAST(\"width\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.images.buttons\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.images.buttons\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.images.buttons\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.images.buttons\", \"total_measure\"], \"rows\": [{\"url.images.buttons\": \"\\\"0\\\"\", \"total_measure\": 369159.0}, {\"url.images.buttons\": \"\\\"1\\\"\", \"total_measure\": 251.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8314da383fe3e1d12f3545f3eec37fe70210a3b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:01:56.317935+00:00", + "ended_at": "2026-05-19T16:02:21.077152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_238925981630df08", + "problem_id": "v2p_c12_b7eca027e2f12c46", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.images.buttons, measure_col=width.", + "bindings": { + "group_col": "url.images.buttons", + "measure_col": "width", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_238925981630df08.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_238925981630df08", + "api_calls": 0, + "input_tokens": 218583, + "cached_input_tokens": 0, + "output_tokens": 486, + "total_tokens": 219069, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23623.78, + "sql_execution_elapsed_ms_total": 7.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6446ea4675176196f386caa4739b43819d6dd4ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:00.775386+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4360.21, "started_at": "2026-05-19T16:01:56.412975+00:00", "ended_at": "2026-05-19T16:02:00.773227+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-efd1-7b91-b44b-edee050cbac4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:21.067631+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19263.57, "started_at": "2026-05-19T16:02:01.801817+00:00", "ended_at": "2026-05-19T16:02:21.065439+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218583, "cached_input_tokens": 0, "output_tokens": 486, "reasoning_output_tokens": 384}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.images.buttons\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.images.buttons\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"url.images.buttons\\\" and measure_col=\\\"width\\\". CAST(\\\"width\\\" AS REAL) because the schema stores this numeric field as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20fbf0a7b72b6ba9f14f16b4ddf90d3eb400a330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_238925981630df08", + "api_calls": 0, + "input_tokens": 218583, + "cached_input_tokens": 0, + "output_tokens": 486, + "total_tokens": 219069, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23623.78, + "sql_execution_elapsed_ms_total": 7.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_238925981630df08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10afabb1971ef2b797ca61b8b79920f7efb299ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:09:58.259518+00:00", + "ended_at": "2026-05-19T16:10:07.436593+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_23c3c279b9983566", + "problem_id": "v2p_c12_9f1150156e70f365", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.meadows.9196, measure_col=aratio.", + "bindings": { + "group_col": "url.meadows.9196", + "measure_col": "aratio", + "item_col": "height", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a30bbd8e94b28e99cd2444b012bacdac09d4aafd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_23c3c279b9983566/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:02.369703+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4011.97, "started_at": "2026-05-19T16:09:58.355206+00:00", "ended_at": "2026-05-19T16:10:02.367210+00:00", "prompt_metrics": {"chars": 687965, "bytes_utf8": 687965, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-4a57-7e40-a8c8-7642b4adb9b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:07.436494+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4052.36, "started_at": "2026-05-19T16:10:03.381677+00:00", "ended_at": "2026-05-19T16:10:07.434075+00:00", "prompt_metrics": {"chars": 687965, "bytes_utf8": 687965, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-5df9-7263-aae4-c5d71ad17ca1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f07baed0e78bac69ee4b790ebc14d7105538843f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:29:30.863294+00:00", + "ended_at": "2026-05-19T16:29:41.324044+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_25c4a5fa0b4d77bf", + "problem_id": "v2p_c12_2588a97a8c78a25f", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48d98f4916ca1c1e159e97faa7471d7d2f0707c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25c4a5fa0b4d77bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:35.748799+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4760.01, "started_at": "2026-05-19T16:29:30.984737+00:00", "ended_at": "2026-05-19T16:29:35.744805+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-2f69-7b83-98c1-cdac366415a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:41.323897+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4555.04, "started_at": "2026-05-19T16:29:36.765377+00:00", "ended_at": "2026-05-19T16:29:41.320470+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-45fc-7682-afb9-5a53cb7d2265\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f02b1eca4d7bf169a2a839469754ace1823d9d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:23:30.886662+00:00", + "ended_at": "2026-05-19T16:23:41.341024+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_25f831c09e91339c", + "problem_id": "v2p_c12_7128efab4b906c84", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.9439.butt2, measure_col=aratio.", + "bindings": { + "group_col": "url.9439.butt2", + "measure_col": "aratio", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1af65666fa0faae59938336219dfffe67884ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_25f831c09e91339c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:35.720434+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4722.01, "started_at": "2026-05-19T16:23:30.995297+00:00", "ended_at": "2026-05-19T16:23:35.717361+00:00", "prompt_metrics": {"chars": 687730, "bytes_utf8": 687730, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-b150-7141-a514-069d565acdd2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:41.340856+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4603.65, "started_at": "2026-05-19T16:23:36.733439+00:00", "ended_at": "2026-05-19T16:23:41.337152+00:00", "prompt_metrics": {"chars": 687730, "bytes_utf8": 687730, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-c77a-7f32-b3b8-53d2839ff31f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e401bc70c101e1f2c2899442c5afd198170eddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:15:57.717104+00:00", + "ended_at": "2026-05-19T16:16:13.789028+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_2a44b6cbecba89cc", + "problem_id": "v2p_c12_29ac1f0574d4d333", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f573cb390a2560276a575bd2b97c1b4184c36dfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2a44b6cbecba89cc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:07.713610+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9886.34, "started_at": "2026-05-19T16:15:57.823563+00:00", "ended_at": "2026-05-19T16:16:07.709947+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-c697-7912-87f9-960fe024c93b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:13.788887+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5058.83, "started_at": "2026-05-19T16:16:08.726946+00:00", "ended_at": "2026-05-19T16:16:13.785826+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-f1b4-7223-b4e0-a3ce5261463a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4eab35e1a9d228e5e2463b673662c9a6ada6db8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:12.114480+00:00", + "ended_at": "2026-05-19T16:27:21.888825+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_2c3a096bbffc3202", + "problem_id": "v2p_c12_4804de0521f690d2", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.pointe.1154, condition_col=url.pointe.1154.", + "bindings": { + "group_col": "url.pointe.1154", + "condition_col": "url.pointe.1154", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07ceb64f32828e23feb1f9529a283e63b400e59f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2c3a096bbffc3202/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:16.555658+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4331.32, "started_at": "2026-05-19T16:27:12.221138+00:00", "ended_at": "2026-05-19T16:27:16.552523+00:00", "prompt_metrics": {"chars": 687836, "bytes_utf8": 687836, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-1140-7731-be8a-bd201c33f849\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:21.888694+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4300.95, "started_at": "2026-05-19T16:27:17.584336+00:00", "ended_at": "2026-05-19T16:27:21.885350+00:00", "prompt_metrics": {"chars": 687836, "bytes_utf8": 687836, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-263c-71d2-8886-47bbcd8726ba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6300bf98c3d20fc010ffac197939b60f871d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:17:40.432724+00:00", + "ended_at": "2026-05-19T16:17:50.659651+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_2e546db44782db0b", + "problem_id": "v2p_c12_c547f43f77cb41af", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.home.gif, measure_col=height.", + "bindings": { + "group_col": "url.home.gif", + "measure_col": "height", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abdc9501ee009b146aa9d774ff30b7b1b60faa68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2e546db44782db0b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:44.997668+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4457.85, "started_at": "2026-05-19T16:17:40.536519+00:00", "ended_at": "2026-05-19T16:17:44.994424+00:00", "prompt_metrics": {"chars": 688108, "bytes_utf8": 688108, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-5898-76a1-b218-82b0a6f8e7a2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:50.659527+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4644.71, "started_at": "2026-05-19T16:17:46.011683+00:00", "ended_at": "2026-05-19T16:17:50.656447+00:00", "prompt_metrics": {"chars": 688108, "bytes_utf8": 688108, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-6d9d-7782-ab03-222f441dcad1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1756679792f216445635dc431ec9317966023c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:57.967232+00:00", + "ended_at": "2026-05-19T16:14:07.659838+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_2fc2087da24cfdbb", + "problem_id": "v2p_c12_f5767c5bb8cb1a2a", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.kandinsky, condition_col=url.kandinsky.", + "bindings": { + "group_col": "url.kandinsky", + "condition_col": "url.kandinsky", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f8f8a92dbf62889f630db6219cc53fd5376c8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_2fc2087da24cfdbb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:02.146231+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4080.98, "started_at": "2026-05-19T16:13:58.062636+00:00", "ended_at": "2026-05-19T16:14:02.143649+00:00", "prompt_metrics": {"chars": 688383, "bytes_utf8": 688383, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-f2cb-7551-9e86-a34ccfd883a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:07.659751+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4494.87, "started_at": "2026-05-19T16:14:03.162685+00:00", "ended_at": "2026-05-19T16:14:07.657593+00:00", "prompt_metrics": {"chars": 688383, "bytes_utf8": 688383, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-06c2-76f2-a408-1b63cbb468e4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51df854609c43c68e5d759348014519215eb57b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3270, "support_share": 0.9972552607502287, "cumulative_support": 3270}, {"value_label": "\"1\"", "support": 9, "support_share": 0.0027447392497712718, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2a3dff0a22c7e51cb0bfa10bba195373db4c461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_3003b2a16ddf05dc +-- problem_id: v2p_c12_e6e0a3c34a4880ff +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.counter" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.counter" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc5e93502349b88ba5d87484eb798a04b070cacc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_3003b2a16ddf05dc\n-- problem_id: v2p_c12_e6e0a3c34a4880ff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.counter\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.counter\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_3003b2a16ddf05dc\\n-- problem_id: v2p_c12_e6e0a3c34a4880ff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.counter\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.counter\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3270, \"support_share\": 0.9972552607502287, \"cumulative_support\": 3270}, {\"value_label\": \"\\\"1\\\"\", \"support\": 9, \"support_share\": 0.0027447392497712718, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f8f5ec2a286fd910b734d3b8e3bfd6509f053bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.839140+00:00", + "ended_at": "2026-05-19T16:35:42.852878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3003b2a16ddf05dc", + "problem_id": "v2p_c12_e6e0a3c34a4880ff", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=url.counter.", + "bindings": { + "group_col": "url.counter" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3003b2a16ddf05dc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3003b2a16ddf05dc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77c83575b1443ecc919b0885094cad2721bd583c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:24:30.554264+00:00", + "ended_at": "2026-05-19T16:24:41.946251+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3126236edaa207f9", + "problem_id": "v2p_c12_d279602a2b8ffbeb", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.martnet, measure_col=width.", + "bindings": { + "group_col": "url.martnet", + "measure_col": "width", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d459870846d703efc2ea04a43bab334dba577b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3126236edaa207f9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:35.150560+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4481.4, "started_at": "2026-05-19T16:24:30.665771+00:00", "ended_at": "2026-05-19T16:24:35.147222+00:00", "prompt_metrics": {"chars": 687729, "bytes_utf8": 687729, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-9a70-70d2-8a38-501e3a0d648b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:41.946122+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5764.05, "started_at": "2026-05-19T16:24:36.178218+00:00", "ended_at": "2026-05-19T16:24:41.942340+00:00", "prompt_metrics": {"chars": 687729, "bytes_utf8": 687729, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-afd0-7ea0-800f-4caf6b92f99d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1aa7adcd6bab90c6d4452d6a69db0a9059f573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.oso, measure_col=aratio. +Result preview: [{"url.oso": "\"0\"", "total_measure": 9235.9405}, {"url.oso": "\"1\"", "total_measure": 31.474999999999998}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03544b315b1b3b15982a0c61f160ff118d91aaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_3169cb80826dbebe +-- problem_id: v2p_c12_77826a6cba9a1c4c +-- realization_mode: agent +-- source_kind: agent +SELECT "url.oso", SUM(CAST("aratio" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.oso" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4ca58a48dbe3127581605209570c20f01b13282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.oso\", SUM(CAST(\"aratio\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.oso\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.oso\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.oso\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.oso\", \"total_measure\"], \"rows\": [{\"url.oso\": \"\\\"0\\\"\", \"total_measure\": 9235.9405}, {\"url.oso\": \"\\\"1\\\"\", \"total_measure\": 31.474999999999998}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.46}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97ce2be0ba0a75a238409f057f56b2afa6732a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:05:39.297623+00:00", + "ended_at": "2026-05-19T16:06:04.015681+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3169cb80826dbebe", + "problem_id": "v2p_c12_77826a6cba9a1c4c", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.oso, measure_col=aratio.", + "bindings": { + "group_col": "url.oso", + "measure_col": "aratio", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3169cb80826dbebe.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_3169cb80826dbebe", + "api_calls": 0, + "input_tokens": 218586, + "cached_input_tokens": 0, + "output_tokens": 611, + "total_tokens": 219197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24609.49, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07a7ae2911a0252a1bd2bb9ee234ec89bd18272c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:06:04.005172+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24609.49, "started_at": "2026-05-19T16:05:39.393295+00:00", "ended_at": "2026-05-19T16:06:04.002829+00:00", "prompt_metrics": {"chars": 687546, "bytes_utf8": 687546, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218586, "cached_input_tokens": 0, "output_tokens": 611, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.oso\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.oso\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with group_col \\\"url.oso\\\" and cast \\\"aratio\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45f21893377ba5c4ed148c97da4b6857bf6c499d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_3169cb80826dbebe", + "api_calls": 0, + "input_tokens": 218586, + "cached_input_tokens": 0, + "output_tokens": 611, + "total_tokens": 219197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24609.49, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3169cb80826dbebe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0739a0372fa99faa9b7491d62c79f18da6437bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:33:08.280266+00:00", + "ended_at": "2026-05-19T16:33:21.810004+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_32931dece1e9dcd4", + "problem_id": "v2p_c12_e093672d522b5a16", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=url.main, measure_col=width.", + "bindings": { + "group_col": "url.main", + "measure_col": "width", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37f1cf156c64ed0ae7866a890ef9294c8ce7c148 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_32931dece1e9dcd4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:33:13.463539+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5057.09, "started_at": "2026-05-19T16:33:08.403341+00:00", "ended_at": "2026-05-19T16:33:13.460492+00:00", "prompt_metrics": {"chars": 687628, "bytes_utf8": 687628, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-80b0-77e1-a153-f66e0cc6187b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:33:21.809872+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7315.65, "started_at": "2026-05-19T16:33:14.491245+00:00", "ended_at": "2026-05-19T16:33:21.806975+00:00", "prompt_metrics": {"chars": 687628, "bytes_utf8": 687628, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-9891-7a80-ac55-880f1c02f9ad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a6c09290cce107d5c43e0921ef1742f97ac8be5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:12.887431+00:00", + "ended_at": "2026-05-19T16:30:23.336647+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_34798632b8215119", + "problem_id": "v2p_c12_7370052f4265c787", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=url.website.ora.com.", + "bindings": { + "group_col": "url.website.ora.com", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c253d120ef5290e6a8d943a14802c4ffc3fffab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_34798632b8215119/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:17.758353+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4767.2, "started_at": "2026-05-19T16:30:12.987965+00:00", "ended_at": "2026-05-19T16:30:17.755224+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-d360-7c20-9c69-749743b03aa8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:23.336513+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4562.3, "started_at": "2026-05-19T16:30:18.770954+00:00", "ended_at": "2026-05-19T16:30:23.333326+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-e9fd-77f0-99b1-72ffa44b1045\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40c4c155331014ceef940fa7750014ff495e5c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.media, measure_col=height. +Result preview: [{"url.media": "\"0\"", "total_measure": 150070.0}, {"url.media": "\"1\"", "total_measure": 2046.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0721fa2343c74c05ea26cdd02f8f384835d875e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_36b452b3d4fab248 +-- problem_id: v2p_c12_49266544176dc191 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.media", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.media" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd413ffaf87da30ad840cc97e0a5192d40188181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.media\", SUM(CAST(\"height\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.media\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.media\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.media\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.media\", \"total_measure\"], \"rows\": [{\"url.media\": \"\\\"0\\\"\", \"total_measure\": 150070.0}, {\"url.media\": \"\\\"1\\\"\", \"total_measure\": 2046.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.62}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c71cd7d6017bb94698d6649a39bcc1760bcd99b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:06:04.016426+00:00", + "ended_at": "2026-05-19T16:06:30.320468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_36b452b3d4fab248", + "problem_id": "v2p_c12_49266544176dc191", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.media, measure_col=height.", + "bindings": { + "group_col": "url.media", + "measure_col": "height", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_36b452b3d4fab248.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_36b452b3d4fab248", + "api_calls": 0, + "input_tokens": 218581, + "cached_input_tokens": 0, + "output_tokens": 494, + "total_tokens": 219075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26196.36, + "sql_execution_elapsed_ms_total": 8.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b090887fecdc1bfe08fa55a16b8890af597ba92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:06:30.310108+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26196.36, "started_at": "2026-05-19T16:06:04.111514+00:00", "ended_at": "2026-05-19T16:06:30.307908+00:00", "prompt_metrics": {"chars": 687544, "bytes_utf8": 687544, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218581, "cached_input_tokens": 0, "output_tokens": 494, "reasoning_output_tokens": 395}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.media\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.media\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"url.media\\\" as the group column and \\\"height\\\" as the measure. Cast \\\"height\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d16c31fd172395343cfc6746c845d7762437b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_36b452b3d4fab248", + "api_calls": 0, + "input_tokens": 218581, + "cached_input_tokens": 0, + "output_tokens": 494, + "total_tokens": 219075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26196.36, + "sql_execution_elapsed_ms_total": 8.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b452b3d4fab248/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..035b22d202eefa804d1fc447b2ff1acdf54955e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:14.027382+00:00", + "ended_at": "2026-05-19T16:13:23.931395+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_36b565cb6165ada6", + "problem_id": "v2p_c12_e3be0d06e89f329b", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.members.accessus.net, condition_col=url.members.accessus.net.", + "bindings": { + "group_col": "url.members.accessus.net", + "condition_col": "url.members.accessus.net", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da26c0df50ef83f6841f9329e3edea92697ed9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_36b565cb6165ada6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:18.893212+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4768.52, "started_at": "2026-05-19T16:13:14.122520+00:00", "ended_at": "2026-05-19T16:13:18.891065+00:00", "prompt_metrics": {"chars": 688429, "bytes_utf8": 688429, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-4706-7c43-a553-5365b4d210ae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:23.931300+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4022.28, "started_at": "2026-05-19T16:13:19.906618+00:00", "ended_at": "2026-05-19T16:13:23.928938+00:00", "prompt_metrics": {"chars": 688429, "bytes_utf8": 688429, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-5dc4-75c1-828d-eee553fb3b14\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfba7e2334eefae75daef65e640aa7b2bc7f4bda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:06:30.321019+00:00", + "ended_at": "2026-05-19T16:06:39.423392+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_38c54b27cc6deea9", + "problem_id": "v2p_c12_f20157430f35f848", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.media, measure_col=height.", + "bindings": { + "group_col": "url.media", + "measure_col": "height", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab0cb9a6d2bd27e072c2718a6f2e9beeececf3ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_38c54b27cc6deea9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:34.277608+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3860.46, "started_at": "2026-05-19T16:06:30.414168+00:00", "ended_at": "2026-05-19T16:06:34.274680+00:00", "prompt_metrics": {"chars": 687546, "bytes_utf8": 687546, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-1e34-7990-b3ca-144406710216\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:39.423254+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4115.19, "started_at": "2026-05-19T16:06:35.304388+00:00", "ended_at": "2026-05-19T16:06:39.419625+00:00", "prompt_metrics": {"chars": 687546, "bytes_utf8": 687546, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-3167-7a61-a973-74ecbd0ccc59\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bd944ee075cf0c84ed7a3126b9a8c4633d6ca30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:22:58.385646+00:00", + "ended_at": "2026-05-19T16:23:09.598046+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3a74f2d65cac2c29", + "problem_id": "v2p_c12_11d3eaf81f5d8083", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.heartland.meadows, measure_col=height.", + "bindings": { + "group_col": "url.heartland.meadows", + "measure_col": "height", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..926277b08efaf7b4e63cf61d938b46b3e41d6c92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3a74f2d65cac2c29/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:03.553811+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5061.29, "started_at": "2026-05-19T16:22:58.488252+00:00", "ended_at": "2026-05-19T16:23:03.549597+00:00", "prompt_metrics": {"chars": 687750, "bytes_utf8": 687750, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-3245-7441-a3b4-23ea3477cb13\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:09.597878+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5026.87, "started_at": "2026-05-19T16:23:04.567425+00:00", "ended_at": "2026-05-19T16:23:09.594349+00:00", "prompt_metrics": {"chars": 687750, "bytes_utf8": 687750, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-49df-78b0-a7e0-d127fa8f3b9b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07ea53adbbfee31f232f18210387e2fe998a5e1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:48.927870+00:00", + "ended_at": "2026-05-19T16:18:58.401712+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3d44256e5de67afa", + "problem_id": "v2p_c12_52b55d5fb9d3ec90", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.internauts.ca, measure_col=height.", + "bindings": { + "group_col": "url.internauts.ca", + "measure_col": "height", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2dee008889f101f2046a7a21b91a08d43ae50ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3d44256e5de67afa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:53.203986+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4166.92, "started_at": "2026-05-19T16:18:49.034874+00:00", "ended_at": "2026-05-19T16:18:53.201826+00:00", "prompt_metrics": {"chars": 688117, "bytes_utf8": 688117, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-635c-7863-b027-421df11fc1d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:58.401617+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4168.17, "started_at": "2026-05-19T16:18:54.230963+00:00", "ended_at": "2026-05-19T16:18:58.399197+00:00", "prompt_metrics": {"chars": 688117, "bytes_utf8": 688117, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-77ae-7f60-b839-75fc7f01408e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89046b9c8bc408dbda170b9fdd9a497e64d8bd58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:17:30.070176+00:00", + "ended_at": "2026-05-19T16:17:40.431716+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3e1f1bf99df2da7e", + "problem_id": "v2p_c12_cc4649d02aa9437b", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.home.gif, measure_col=height.", + "bindings": { + "group_col": "url.home.gif", + "measure_col": "height", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec65dfb2b50f4ab47c53739271bc58c4b7395b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e1f1bf99df2da7e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:34.849489+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4673.03, "started_at": "2026-05-19T16:17:30.172564+00:00", "ended_at": "2026-05-19T16:17:34.845644+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-2f91-7f81-8a5b-18fea8a34cc8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:40.431606+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4550.35, "started_at": "2026-05-19T16:17:35.877734+00:00", "ended_at": "2026-05-19T16:17:40.428154+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-45f4-7ea2-81a9-6954f770934c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac6de9094a98ce4c621e42b73f22d59777cbb489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:17:00.187223+00:00", + "ended_at": "2026-05-19T16:17:13.781102+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3e989e28a8574d69", + "problem_id": "v2p_c12_5cdafe9e36c709e1", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c060313e150e3bab2fdb8fc2f955ea9aba60b320 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3e989e28a8574d69/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:08.033784+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7737.67, "started_at": "2026-05-19T16:17:00.292771+00:00", "ended_at": "2026-05-19T16:17:08.030506+00:00", "prompt_metrics": {"chars": 687713, "bytes_utf8": 687713, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-baf1-75f2-91e4-da106c625ed2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:13.780951+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4715.16, "started_at": "2026-05-19T16:17:09.062308+00:00", "ended_at": "2026-05-19T16:17:13.777539+00:00", "prompt_metrics": {"chars": 687713, "bytes_utf8": 687713, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-dd73-7820-9766-b95603e5176c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f64cd25fbc54416c0f3dab35feddf581a03592fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:48.939837+00:00", + "ended_at": "2026-05-19T16:10:58.233938+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_3f4e461307482e87", + "problem_id": "v2p_c12_4541c40dae37bd44", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.ad.gif, measure_col=width.", + "bindings": { + "group_col": "url.ad.gif", + "measure_col": "width", + "item_col": "aratio", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40eb96cccd924f2da19bbe5953f98d3580b3d1a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_3f4e461307482e87/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:52.973923+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3920.65, "started_at": "2026-05-19T16:10:49.050903+00:00", "ended_at": "2026-05-19T16:10:52.971591+00:00", "prompt_metrics": {"chars": 687951, "bytes_utf8": 687951, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-107d-7953-a6ce-ad364dc2cb75\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:58.233845+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4240.55, "started_at": "2026-05-19T16:10:53.990777+00:00", "ended_at": "2026-05-19T16:10:58.231374+00:00", "prompt_metrics": {"chars": 687951, "bytes_utf8": 687951, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-23a0-7ba2-994b-e52738826619\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..027f5ad591ddf1c0ddfd89cdd2534091c71882ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:25.647530+00:00", + "ended_at": "2026-05-19T16:14:34.717440+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4083d305e2122f26", + "problem_id": "v2p_c12_b0d1e5a91274912c", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.infoserver.etl.vt.edu.", + "bindings": { + "group_col": "local", + "group_col_2": "url.infoserver.etl.vt.edu", + "predicate_col": "url.ibitexas.com", + "predicate_op": "=", + "predicate_value": "\"0\"", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d14ce8f9da325001f625dce15b54ddc8b2a80aa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4083d305e2122f26/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:29.764178+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4010.89, "started_at": "2026-05-19T16:14:25.749893+00:00", "ended_at": "2026-05-19T16:14:29.760811+00:00", "prompt_metrics": {"chars": 687894, "bytes_utf8": 687894, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-5ee6-78d0-8918-6e48f27ba19c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:34.717345+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3931.6, "started_at": "2026-05-19T16:14:30.783216+00:00", "ended_at": "2026-05-19T16:14:34.714863+00:00", "prompt_metrics": {"chars": 687894, "bytes_utf8": 687894, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-727a-7ed3-8ba7-774ec8c67947\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f176846979320045f2086760ee6a1a80a41f7331 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:46.182431+00:00", + "ended_at": "2026-05-19T16:25:57.390257+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_41587c7453bf346a", + "problem_id": "v2p_c12_f663ac2c70b72b28", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.private, condition_col=url.private.", + "bindings": { + "group_col": "url.private", + "condition_col": "url.private", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2b8ec48b8866020040859e5b8a44873770a8bfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_41587c7453bf346a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:51.360116+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5065.63, "started_at": "2026-05-19T16:25:46.290756+00:00", "ended_at": "2026-05-19T16:25:51.356447+00:00", "prompt_metrics": {"chars": 687819, "bytes_utf8": 687819, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-c189-7500-93e4-fe16a66bd04b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:57.390139+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4997.88, "started_at": "2026-05-19T16:25:52.389301+00:00", "ended_at": "2026-05-19T16:25:57.387250+00:00", "prompt_metrics": {"chars": 687819, "bytes_utf8": 687819, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-d99a-7990-be80-df34f35ca226\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb682585a8934fdd89ef6cf85ac683139420407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3267, "support_share": 0.9963403476669717, "support_rank": 1}, {"value_label": "\"1\"", "support": 12, "support_share": 0.0036596523330283625, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8272a0b65f0be5582f6dc9dae4f99e59a8fac292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_42823be728033bb4 +-- problem_id: v2p_c12_9fdc06d1b82e80e7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.exec.obidos" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.exec.obidos" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38eceb4ab831df478461c15c52881fbffc688415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_42823be728033bb4\n-- problem_id: v2p_c12_9fdc06d1b82e80e7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.exec.obidos\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.exec.obidos\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_42823be728033bb4\\n-- problem_id: v2p_c12_9fdc06d1b82e80e7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.exec.obidos\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.exec.obidos\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3267, \"support_share\": 0.9963403476669717, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 12, \"support_share\": 0.0036596523330283625, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b47f1c23e61549bfc76f6dd8b26d76fd5b7bc6fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.076018+00:00", + "ended_at": "2026-05-19T16:35:43.091468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_42823be728033bb4", + "problem_id": "v2p_c12_9fdc06d1b82e80e7", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ancurl.exec.obidos.", + "bindings": { + "group_col": "ancurl.exec.obidos" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_42823be728033bb4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_42823be728033bb4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e81830dea37126f654393d85705448dd44c74e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:04:27.058150+00:00", + "ended_at": "2026-05-19T16:05:02.853347+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_448f508ca510ef7e", + "problem_id": "v2p_c12_6d9ec845a4420075", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.hydrogeologist, measure_col=width.", + "bindings": { + "group_col": "url.hydrogeologist", + "measure_col": "width", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..249ce610ebd60a26d71e69d473f9f20467a23397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_448f508ca510ef7e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:52.205445+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 25050.48, "started_at": "2026-05-19T16:04:27.152606+00:00", "ended_at": "2026-05-19T16:04:52.203118+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 949, "bytes_utf8": 949, "lines": 6, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-3c95-7d22-bb19-bf730ffd440a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 219222. Please try again in 6.576s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1813944, Requested 219222. Please try again in 994ms. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:02.853042+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9618.38, "started_at": "2026-05-19T16:04:53.232269+00:00", "ended_at": "2026-05-19T16:05:02.850708+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-a275-7b80-9c98-5e151e0ecf6b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ece0069491077d35226ae6cf869aa317005cba1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:08:03.465107+00:00", + "ended_at": "2026-05-19T16:08:12.785229+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_44b52997e5537ca5", + "problem_id": "v2p_c12_6a140791debcb648", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.off.", + "bindings": { + "group_col": "url.off", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8fb35f2829ffd4474bd7330b31fc5ce7b6a4526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_44b52997e5537ca5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:07.510435+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3948.14, "started_at": "2026-05-19T16:08:03.559335+00:00", "ended_at": "2026-05-19T16:08:07.507508+00:00", "prompt_metrics": {"chars": 687455, "bytes_utf8": 687455, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-89f7-7001-a103-fbd0ad35a506\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:12.785127+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4249.17, "started_at": "2026-05-19T16:08:08.533459+00:00", "ended_at": "2026-05-19T16:08:12.782693+00:00", "prompt_metrics": {"chars": 687455, "bytes_utf8": 687455, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-9d5a-7480-a017-f1362ade143c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b7b633416ab42b2db826b4dcb5148cdce5bf67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.heartland.5309, measure_col=width. +Result preview: [{"url.heartland.5309": "\"1\"", "aratio": "2.3157", "total_measure": 264.0, "share_within_group": 28.417653390742736}, {"url.heartland.5309": "\"0\"", "aratio": "7.8", "total_measure": 86112.0, "share_within_group": 23.369454598744575}, {"url.heartland.5309": "\"1\"", "aratio": "1.5932", "total_measure": 188.0, "share_within_group": 20.236813778256188}, {"url.heartland.5309": "\"1\"", "aratio": "1", "total_measure": 180.0, "share_within_group": 19.3756727664155}, {"url.heartland.5309": "\"1\"", "aratio": "4", "total_measure": 160.0, "share_within_group": 17.222820236813778}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0cb2aaa58e201a12a15aeb6dfcbdde7d2be51d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c12_4572f97ab91b584a +-- problem_id: v2p_c12_eb37f01d3e293b7e +-- realization_mode: agent +-- source_kind: agent +SELECT + "url.heartland.5309", + "aratio", + SUM(CAST("width" AS REAL)) AS "total_measure", + SUM(CAST("width" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("width" AS REAL))) OVER (PARTITION BY "url.heartland.5309"), 0) AS "share_within_group" +FROM "c12" +GROUP BY "url.heartland.5309", "aratio" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96b688a39625f8f60b6ae625d9d7a183d7c46adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"url.heartland.5309\",\n \"aratio\",\n SUM(CAST(\"width\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"width\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"width\" AS REAL))) OVER (PARTITION BY \"url.heartland.5309\"), 0) AS \"share_within_group\"\nFROM \"c12\"\nGROUP BY \"url.heartland.5309\", \"aratio\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"url.heartland.5309\\\",\\n \\\"aratio\\\",\\n SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"width\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"width\\\" AS REAL))) OVER (PARTITION BY \\\"url.heartland.5309\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.heartland.5309\\\", \\\"aratio\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"url.heartland.5309\", \"aratio\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"2.3157\", \"total_measure\": 264.0, \"share_within_group\": 28.417653390742736}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"7.8\", \"total_measure\": 86112.0, \"share_within_group\": 23.369454598744575}, {\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"1.5932\", \"total_measure\": 188.0, \"share_within_group\": 20.236813778256188}, {\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"1\", \"total_measure\": 180.0, \"share_within_group\": 19.3756727664155}, {\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"4\", \"total_measure\": 160.0, \"share_within_group\": 17.222820236813778}, {\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"0.8111\", \"total_measure\": 73.0, \"share_within_group\": 7.857911733046286}, {\"url.heartland.5309\": \"\\\"1\\\"\", \"aratio\": \"1.3333\", \"total_measure\": 64.0, \"share_within_group\": 6.889128094725511}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1\", \"total_measure\": 18487.0, \"share_within_group\": 5.017083648817714}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"60\", \"total_measure\": 12000.0, \"share_within_group\": 3.256612959691273}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2.8387\", \"total_measure\": 5632.0, \"share_within_group\": 1.5284370157484375}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5\", \"total_measure\": 5220.0, \"share_within_group\": 1.4166266374657037}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"3.9\", \"total_measure\": 4446.0, \"share_within_group\": 1.2065751015656168}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.5\", \"total_measure\": 4443.0, \"share_within_group\": 1.205760948325694}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"4\", \"total_measure\": 4396.0, \"share_within_group\": 1.1930058809002364}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8\", \"total_measure\": 4000.0, \"share_within_group\": 1.0855376532304244}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.4166\", \"total_measure\": 3838.0, \"share_within_group\": 1.0415733782745922}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2\", \"total_measure\": 3766.0, \"share_within_group\": 1.0220337005164446}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.3333\", \"total_measure\": 3372.0, \"share_within_group\": 0.9151082416732478}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"10\", \"total_measure\": 3280.0, \"share_within_group\": 0.890140875648948}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.3636\", \"total_measure\": 2300.0, \"share_within_group\": 0.624184150607494}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2.3333\", \"total_measure\": 2240.0, \"share_within_group\": 0.6079010858090377}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2.5\", \"total_measure\": 2225.0, \"share_within_group\": 0.6038303196094236}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.3731\", \"total_measure\": 2208.0, \"share_within_group\": 0.5992167845831943}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.2214\", \"total_measure\": 2184.0, \"share_within_group\": 0.5927035586638117}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.7549\", \"total_measure\": 2148.0, \"share_within_group\": 0.5829337197847378}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"4.8\", \"total_measure\": 2016.0, \"share_within_group\": 0.5471109772281338}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.125\", \"total_measure\": 1950.0, \"share_within_group\": 0.5291996059498318}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5.5\", \"total_measure\": 1848.0, \"share_within_group\": 0.501518395792456}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.5\", \"total_measure\": 1836.0, \"share_within_group\": 0.4982617828327648}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.7272\", \"total_measure\": 1824.0, \"share_within_group\": 0.4950051698730735}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"6.6666\", \"total_measure\": 1800.0, \"share_within_group\": 0.48849194395369094}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.5454\", \"total_measure\": 1786.0, \"share_within_group\": 0.4846925621673845}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"3.1568\", \"total_measure\": 1771.0, \"share_within_group\": 0.4806217959677704}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"8.0909\", \"total_measure\": 1691.0, \"share_within_group\": 0.4589110429031619}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"3.8888\", \"total_measure\": 1680.0, \"share_within_group\": 0.45592581435677826}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5.3333\", \"total_measure\": 1632.0, \"share_within_group\": 0.44289936251801315}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"6.9696\", \"total_measure\": 1610.0, \"share_within_group\": 0.4369289054252458}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5.4444\", \"total_measure\": 1568.0, \"share_within_group\": 0.42553076006632634}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.25\", \"total_measure\": 1555.0, \"share_within_group\": 0.4220027626933275}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"4.75\", \"total_measure\": 1539.0, \"share_within_group\": 0.4176606120804058}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5.05\", \"total_measure\": 1515.0, \"share_within_group\": 0.41114738616102325}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"3\", \"total_measure\": 1482.0, \"share_within_group\": 0.40219170052187225}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2.7692\", \"total_measure\": 1440.0, \"share_within_group\": 0.3907935551629528}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.6666\", \"total_measure\": 1420.0, \"share_within_group\": 0.38536586689680064}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"7.1666\", \"total_measure\": 1419.0, \"share_within_group\": 0.38509448248349304}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"5.3488\", \"total_measure\": 1380.0, \"share_within_group\": 0.3745104903644964}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"2.6666\", \"total_measure\": 1376.0, \"share_within_group\": 0.37342495271126597}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"1.125\", \"total_measure\": 1350.0, \"share_within_group\": 0.36636895796526825}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"6.7\", \"total_measure\": 1340.0, \"share_within_group\": 0.3636551138321922}, {\"url.heartland.5309\": \"\\\"0\\\"\", \"aratio\": \"4.3448\", \"total_measure\": 1260.0, \"share_within_group\": 0.34194436076758367}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f6abb82a57c072950878c9674195c1c56442c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:09:20.231301+00:00", + "ended_at": "2026-05-19T16:09:49.187778+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4572f97ab91b584a", + "problem_id": "v2p_c12_eb37f01d3e293b7e", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.heartland.5309, measure_col=width.", + "bindings": { + "group_col": "url.heartland.5309", + "measure_col": "width", + "item_col": "aratio", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4572f97ab91b584a.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_4572f97ab91b584a", + "api_calls": 0, + "input_tokens": 218709, + "cached_input_tokens": 217472, + "output_tokens": 1545, + "total_tokens": 220254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28840.11, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1f5879e40c4b7626962276b2e11e03671abacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:09:49.168621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28840.11, "started_at": "2026-05-19T16:09:20.325220+00:00", "ended_at": "2026-05-19T16:09:49.165388+00:00", "prompt_metrics": {"chars": 687964, "bytes_utf8": 687964, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218709, "cached_input_tokens": 217472, "output_tokens": 1545, "reasoning_output_tokens": 1349}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"url.heartland.5309\\\",\\n \\\"aratio\\\",\\n SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"width\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"width\\\" AS REAL))) OVER (PARTITION BY \\\"url.heartland.5309\\\"), 0) AS \\\"share_within_group\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.heartland.5309\\\", \\\"aratio\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses tpl_tpcds_within_group_share with group_col=url.heartland.5309, item_col=aratio, and measure_col=width. Width is CAST to REAL because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12ea2ba9aa9208c22e674a082984426ac392f2ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_4572f97ab91b584a", + "api_calls": 0, + "input_tokens": 218709, + "cached_input_tokens": 217472, + "output_tokens": 1545, + "total_tokens": 220254, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28840.11, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4572f97ab91b584a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..95d906c32db9ebe7a3d669588449b95002db1d66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3222, "support_share": 0.9826166514181153, "support_rank": 1}, {"value_label": "\"1\"", "support": 57, "support_share": 0.01738334858188472, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d4a31c7d4cb6cdab3210715bda3c6cc230d8b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_478fe87c7680ec39 +-- problem_id: v2p_c12_593079489bd8970f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.ball.gif" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.ball.gif" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69beefe3b467d825754748ae95d173f38dda774a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_478fe87c7680ec39\n-- problem_id: v2p_c12_593079489bd8970f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.ball.gif\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.ball.gif\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_478fe87c7680ec39\\n-- problem_id: v2p_c12_593079489bd8970f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.ball.gif\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.ball.gif\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3222, \"support_share\": 0.9826166514181153, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 57, \"support_share\": 0.01738334858188472, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ad0bfc8fe521514cb8e1205020636e19a1ad7d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.993740+00:00", + "ended_at": "2026-05-19T16:35:43.005248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_478fe87c7680ec39", + "problem_id": "v2p_c12_593079489bd8970f", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=url.ball.gif.", + "bindings": { + "group_col": "url.ball.gif" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_478fe87c7680ec39.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_478fe87c7680ec39/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e66a04a404bf8a5891e1dd2421d4376a2b47d33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:25.204970+00:00", + "ended_at": "2026-05-19T16:25:35.760945+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_49fae5dc68f660d9", + "problem_id": "v2p_c12_d7735abff000cbb1", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=url.logos, condition_col=url.logos.", + "bindings": { + "group_col": "url.logos", + "condition_col": "url.logos", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..662e465c57171504d55259bf41e6a9a426bba499 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_49fae5dc68f660d9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:29.913981+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4590.44, "started_at": "2026-05-19T16:25:25.320341+00:00", "ended_at": "2026-05-19T16:25:29.910843+00:00", "prompt_metrics": {"chars": 687799, "bytes_utf8": 687799, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-6fc2-7170-a8e0-4a10d6ed241e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:35.760811+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4820.92, "started_at": "2026-05-19T16:25:30.936574+00:00", "ended_at": "2026-05-19T16:25:35.757562+00:00", "prompt_metrics": {"chars": 687799, "bytes_utf8": 687799, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-85d7-76f2-8f76-9702446271ac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb92b5c57cefe4f97900d39b75ee885edf16e2de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:26:08.502970+00:00", + "ended_at": "2026-05-19T16:26:18.433467+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4cd241fc04b411bf", + "problem_id": "v2p_c12_e25534b7d589b170", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=url.ng.spacedesc, condition_col=url.ng.spacedesc.", + "bindings": { + "group_col": "url.ng.spacedesc", + "condition_col": "url.ng.spacedesc", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2576381f81de1ff188d106fc4e5a4047622823c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4cd241fc04b411bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:12.990306+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4373.82, "started_at": "2026-05-19T16:26:08.611877+00:00", "ended_at": "2026-05-19T16:26:12.985756+00:00", "prompt_metrics": {"chars": 687826, "bytes_utf8": 687826, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-18c7-7060-b689-eb7ac6b48c3d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:18.433345+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4417.83, "started_at": "2026-05-19T16:26:14.012243+00:00", "ended_at": "2026-05-19T16:26:18.430137+00:00", "prompt_metrics": {"chars": 687826, "bytes_utf8": 687826, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-2df0-7880-a938-a7c0aaa211ed\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..94617631ff3a421061d24e025abee8f1d9a7d8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:02.369227+00:00", + "ended_at": "2026-05-19T16:18:13.925985+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4d0c5c01aa6f79a8", + "problem_id": "v2p_c12_02d22648b55aac55", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.library, measure_col=width.", + "bindings": { + "group_col": "url.library", + "measure_col": "width", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4eea80bdfe222ffe5959f4ceae2c69c2a76745d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4d0c5c01aa6f79a8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:07.096265+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4621.08, "started_at": "2026-05-19T16:18:02.472127+00:00", "ended_at": "2026-05-19T16:18:07.093269+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-add7-74b0-8930-ddde068c2348\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:13.925834+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5795.73, "started_at": "2026-05-19T16:18:08.124906+00:00", "ended_at": "2026-05-19T16:18:13.920701+00:00", "prompt_metrics": {"chars": 688104, "bytes_utf8": 688104, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-c3ff-7413-b61b-ccd5d7fe7de5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abdfac61f81689c01e53d520d1f9dc21eaf50403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:33:44.725234+00:00", + "ended_at": "2026-05-19T16:33:55.564940+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4e230d39a4b0e418", + "problem_id": "v2p_c12_254a4b08194a1139", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=url.geoguideii.pages, measure_col=height.", + "bindings": { + "group_col": "url.geoguideii.pages", + "measure_col": "height", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1586c619ce61a4d5c2f2f98d6e43d2072070c06f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e230d39a4b0e418/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:33:49.962708+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5132.45, "started_at": "2026-05-19T16:33:44.826969+00:00", "ended_at": "2026-05-19T16:33:49.959481+00:00", "prompt_metrics": {"chars": 687647, "bytes_utf8": 687647, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-0ef9-72d0-bb96-0d859b707376\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:33:55.564820+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4571.91, "started_at": "2026-05-19T16:33:50.989741+00:00", "ended_at": "2026-05-19T16:33:55.561729+00:00", "prompt_metrics": {"chars": 687647, "bytes_utf8": 687647, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-26f5-7be0-9527-d6cc4dd6e8b3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4053595451aa236a8b27dacedd788244a39d0e01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3266, "support_share": 0.9960353766392193, "support_rank": 1}, {"value_label": "\"1\"", "support": 13, "support_share": 0.003964623360780726, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7cd3c552d4b8dee0207f9ba9d3b5064312aaea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_4e51eee37359cded +-- problem_id: v2p_c12_437062dc6ace5e4f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.ans" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.ans" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9baa39ddcef75ad39241c1a768921bffefe00da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_4e51eee37359cded\n-- problem_id: v2p_c12_437062dc6ace5e4f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.ans\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.ans\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_4e51eee37359cded\\n-- problem_id: v2p_c12_437062dc6ace5e4f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.ans\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.ans\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3266, \"support_share\": 0.9960353766392193, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 13, \"support_share\": 0.003964623360780726, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da0c221193ea1df99f3e97e5014f471e1c7eb5dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.108552+00:00", + "ended_at": "2026-05-19T16:35:43.125417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4e51eee37359cded", + "problem_id": "v2p_c12_437062dc6ace5e4f", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ancurl.ans.", + "bindings": { + "group_col": "ancurl.ans" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4e51eee37359cded.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4e51eee37359cded/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45182956d55b514ed55e73dba29cc0ba245983d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3255, "support_share": 0.9926806953339433, "cumulative_support": 3255}, {"value_label": "\"1\"", "support": 24, "support_share": 0.007319304666056725, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71610d24f4ac53e2632fefa87a0d48f5a1b5921f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_4fa675f55798ff86 +-- problem_id: v2p_c12_73c30065d0d00829 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.jsd" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.jsd" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9b2421047b92274f78e7a6cb28e5799f5bde075 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_4fa675f55798ff86\n-- problem_id: v2p_c12_73c30065d0d00829\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.jsd\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.jsd\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_4fa675f55798ff86\\n-- problem_id: v2p_c12_73c30065d0d00829\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.jsd\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.jsd\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3255, \"support_share\": 0.9926806953339433, \"cumulative_support\": 3255}, {\"value_label\": \"\\\"1\\\"\", \"support\": 24, \"support_share\": 0.007319304666056725, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8394757ec5e8a527e8904c5e254b93dfd84a3f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.853345+00:00", + "ended_at": "2026-05-19T16:35:42.866376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_4fa675f55798ff86", + "problem_id": "v2p_c12_73c30065d0d00829", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=origurl.jsd.", + "bindings": { + "group_col": "origurl.jsd" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4fa675f55798ff86.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_4fa675f55798ff86/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c35949c129babf8438e847352c2e01fc7497abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:57.391363+00:00", + "ended_at": "2026-05-19T16:26:08.501863+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_5131220e8b86d335", + "problem_id": "v2p_c12_5d6cde92015178de", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.private, condition_col=url.private.", + "bindings": { + "group_col": "url.private", + "condition_col": "url.private", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bbe3438bccdf39df3905b2c125f2d3edb1fff81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5131220e8b86d335/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:03.020608+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5519.62, "started_at": "2026-05-19T16:25:57.497810+00:00", "ended_at": "2026-05-19T16:26:03.017481+00:00", "prompt_metrics": {"chars": 687816, "bytes_utf8": 687816, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-ed7d-7532-86e7-2afd72ca2b7e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:08.501742+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4462.0, "started_at": "2026-05-19T16:26:04.035120+00:00", "ended_at": "2026-05-19T16:26:08.497201+00:00", "prompt_metrics": {"chars": 687816, "bytes_utf8": 687816, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-0713-7483-b759-8f5057c32c14\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2aaaff6c93bfbe2892565dc90c2c282a44557223 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:12.607656+00:00", + "ended_at": "2026-05-19T16:32:22.820065+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_523635ef6529104a", + "problem_id": "v2p_c12_4991d2d59ba66c4c", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.geoguideii.email.", + "bindings": { + "group_col": "url.geoguideii.email", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bce7ac2d9ca3df12375f02f6ff420f99d132dbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_523635ef6529104a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:17.265119+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4551.6, "started_at": "2026-05-19T16:32:12.710200+00:00", "ended_at": "2026-05-19T16:32:17.261853+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-a708-7c10-b214-355c5e1b5f63\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:22.819895+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4522.88, "started_at": "2026-05-19T16:32:18.292787+00:00", "ended_at": "2026-05-19T16:32:22.815747+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-bceb-7ec1-bfe2-8b7b19238c04\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b79f88743ec6369beac5d30eac14d616829c53a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:35.757067+00:00", + "ended_at": "2026-05-19T16:11:44.857076+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_56033e8c540605ca", + "problem_id": "v2p_c12_2005d2f35268ad2b", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.afn.org, measure_col=width.", + "bindings": { + "group_col": "url.afn.org", + "measure_col": "width", + "item_col": "aratio", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dc574f8a60924a82237598e52aaa2f87e62f7de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_56033e8c540605ca/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:39.934492+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4078.1, "started_at": "2026-05-19T16:11:35.853566+00:00", "ended_at": "2026-05-19T16:11:39.931706+00:00", "prompt_metrics": {"chars": 687950, "bytes_utf8": 687950, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-c72b-7ee3-8f84-baff38cf21e4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:44.856947+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3896.81, "started_at": "2026-05-19T16:11:40.957463+00:00", "ended_at": "2026-05-19T16:11:44.854320+00:00", "prompt_metrics": {"chars": 687950, "bytes_utf8": 687950, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-db28-7ba0-b9fb-9458b437e6d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e00cc216352621727c888a4fd495dc2100ec2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3265, "support_share": 0.9957304056114669, "support_rank": 1}, {"value_label": "\"1\"", "support": 14, "support_share": 0.004269594388533089, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6baf7dd2f487fc6c0b4a059f0c49392e99b4acdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_57741cd21a37ba85 +-- problem_id: v2p_c12_61406a3548ad1cfc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.adcount.plx" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.adcount.plx" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbb34f71242a73d39860a27d5642c9fe140bc6d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_57741cd21a37ba85\n-- problem_id: v2p_c12_61406a3548ad1cfc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.adcount.plx\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.adcount.plx\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_57741cd21a37ba85\\n-- problem_id: v2p_c12_61406a3548ad1cfc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.adcount.plx\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.adcount.plx\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3265, \"support_share\": 0.9957304056114669, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 14, \"support_share\": 0.004269594388533089, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a6c3863587baef568322c04c2766ecd81674428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.091951+00:00", + "ended_at": "2026-05-19T16:35:43.107935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_57741cd21a37ba85", + "problem_id": "v2p_c12_61406a3548ad1cfc", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ancurl.adcount.plx.", + "bindings": { + "group_col": "ancurl.adcount.plx" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_57741cd21a37ba85.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_57741cd21a37ba85/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93a6261d921454a3c535dff19040bcdbae005fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:32.412255+00:00", + "ended_at": "2026-05-19T16:35:42.796068+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_58755d7c4ca4c2dd", + "problem_id": "v2p_c12_45896af6e6f75094", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=url.victoria, measure_col=width.", + "bindings": { + "group_col": "url.victoria", + "measure_col": "width", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fa32d3d17c7a696c7875974dcc404f2d432192a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58755d7c4ca4c2dd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:35:36.918296+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4399.95, "started_at": "2026-05-19T16:35:32.515406+00:00", "ended_at": "2026-05-19T16:35:36.915390+00:00", "prompt_metrics": {"chars": 687636, "bytes_utf8": 687636, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-b33f-7cd1-94c8-1b7fc454f16a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:35:42.795942+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4848.16, "started_at": "2026-05-19T16:35:37.944900+00:00", "ended_at": "2026-05-19T16:35:42.793110+00:00", "prompt_metrics": {"chars": 687636, "bytes_utf8": 687636, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-c87f-78d3-aac2-9b5de1894df2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3853b014720b05f423db3392794642af64ff1de3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:49.522234+00:00", + "ended_at": "2026-05-19T16:28:59.527257+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_58f3f9fe15d5ad12", + "problem_id": "v2p_c12_789442cc2aeb6ad3", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c702685f561056f3c545abae21b922dfaf89c49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_58f3f9fe15d5ad12/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:54.254764+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4626.15, "started_at": "2026-05-19T16:28:49.625481+00:00", "ended_at": "2026-05-19T16:28:54.251668+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-8dac-72a0-bd85-d4c929af954c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:59.527134+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4245.1, "started_at": "2026-05-19T16:28:55.278918+00:00", "ended_at": "2026-05-19T16:28:59.524069+00:00", "prompt_metrics": {"chars": 687478, "bytes_utf8": 687478, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-a3f1-7330-988a-420429fe9a8c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9709b3dae9fdc568ab82105931ad7d6621022c47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:19:37.942533+00:00", + "ended_at": "2026-05-19T16:19:48.244731+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_5a03770b13a5f8b8", + "problem_id": "v2p_c12_2a135abf5a8d1d8c", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.www.ibitexas.com, measure_col=aratio.", + "bindings": { + "group_col": "url.www.ibitexas.com", + "measure_col": "aratio", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c9b2c39cf03887b46b217f5f95986349eabc0d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5a03770b13a5f8b8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:42.479121+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4436.58, "started_at": "2026-05-19T16:19:38.037779+00:00", "ended_at": "2026-05-19T16:19:42.474402+00:00", "prompt_metrics": {"chars": 688126, "bytes_utf8": 688126, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-22de-79f0-b8d0-64e399513209\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:48.244636+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4736.46, "started_at": "2026-05-19T16:19:43.505685+00:00", "ended_at": "2026-05-19T16:19:48.242203+00:00", "prompt_metrics": {"chars": 688126, "bytes_utf8": 688126, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-3817-7f00-9a2c-bd4cab2c441b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..352bc8b5a4fa89f0b56463fc0d8e8bfdac5f6e06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:24:20.777349+00:00", + "ended_at": "2026-05-19T16:24:30.552838+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_5b73a6d428ee7d79", + "problem_id": "v2p_c12_5e95880c1d3c8291", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.martnet, measure_col=width.", + "bindings": { + "group_col": "url.martnet", + "measure_col": "width", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..623c283bfce7d75189e662d68ded68f8a9a763cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5b73a6d428ee7d79/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:25.286480+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4402.69, "started_at": "2026-05-19T16:24:20.880637+00:00", "ended_at": "2026-05-19T16:24:25.283383+00:00", "prompt_metrics": {"chars": 687724, "bytes_utf8": 687724, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-740c-7473-a697-81a5db000a79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:30.552723+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4247.57, "started_at": "2026-05-19T16:24:26.302052+00:00", "ended_at": "2026-05-19T16:24:30.549676+00:00", "prompt_metrics": {"chars": 687724, "bytes_utf8": 687724, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-8966-7e83-bee8-f3955e399d5d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c39a6717a9c1a3b383a5f945e63e625293820b36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"aratio": "0", "support": 910, "avg_response": 0.8879120879120879}, {"aratio": "1", "support": 301, "avg_response": 62.01661129568107}, {"aratio": "7.8", "support": 184, "avg_response": 468.0}, {"aratio": "2.8387", "support": 64, "avg_response": 88.0}, {"aratio": "4", "support": 41, "avg_response": 111.1219512195122}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0edc06218182b4444ac5612f3f01ca29b5ebb600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_5d68092eb49ad7cc +-- problem_id: v2p_c12_06478ab938551ef8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "aratio", + COUNT(*) AS support, + AVG("width") AS avg_response +FROM "c12" +GROUP BY "aratio" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56de10ead0aa6eefafd06aa497ee7f8d5f628598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_5d68092eb49ad7cc\n-- problem_id: v2p_c12_06478ab938551ef8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"aratio\",\n COUNT(*) AS support,\n AVG(\"width\") AS avg_response\nFROM \"c12\"\nGROUP BY \"aratio\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_5d68092eb49ad7cc\\n-- problem_id: v2p_c12_06478ab938551ef8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"aratio\\\",\\n COUNT(*) AS support,\\n AVG(\\\"width\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"aratio\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"aratio\", \"support\", \"avg_response\"], \"rows\": [{\"aratio\": \"0\", \"support\": 910, \"avg_response\": 0.8879120879120879}, {\"aratio\": \"1\", \"support\": 301, \"avg_response\": 62.01661129568107}, {\"aratio\": \"7.8\", \"support\": 184, \"avg_response\": 468.0}, {\"aratio\": \"2.8387\", \"support\": 64, \"avg_response\": 88.0}, {\"aratio\": \"4\", \"support\": 41, \"avg_response\": 111.1219512195122}, {\"aratio\": \"5\", \"support\": 39, \"avg_response\": 133.84615384615384}, {\"aratio\": \"8.4166\", \"support\": 38, \"avg_response\": 101.0}, {\"aratio\": \"1.3333\", \"support\": 29, \"avg_response\": 118.48275862068965}, {\"aratio\": \"1.25\", \"support\": 29, \"avg_response\": 53.62068965517241}, {\"aratio\": \"2\", \"support\": 26, \"avg_response\": 144.84615384615384}, {\"aratio\": \"4.75\", \"support\": 24, \"avg_response\": 64.125}, {\"aratio\": \"1.5\", \"support\": 22, \"avg_response\": 201.95454545454547}, {\"aratio\": \"60\", \"support\": 20, \"avg_response\": 600.0}, {\"aratio\": \"3.9\", \"support\": 19, \"avg_response\": 234.0}, {\"aratio\": \"8.7272\", \"support\": 19, \"avg_response\": 96.0}, {\"aratio\": \"8.5454\", \"support\": 19, \"avg_response\": 94.0}, {\"aratio\": \"8.0909\", \"support\": 19, \"avg_response\": 89.0}, {\"aratio\": \"5.8181\", \"support\": 19, \"avg_response\": 64.0}, {\"aratio\": \"1.1304\", \"support\": 19, \"avg_response\": 26.0}, {\"aratio\": \"8.5\", \"support\": 18, \"avg_response\": 102.0}, {\"aratio\": \"5.3333\", \"support\": 18, \"avg_response\": 90.66666666666667}, {\"aratio\": \"2.5\", \"support\": 17, \"avg_response\": 130.88235294117646}, {\"aratio\": \"2.3333\", \"support\": 16, \"avg_response\": 140.0}, {\"aratio\": \"4.8\", \"support\": 15, \"avg_response\": 134.4}, {\"aratio\": \"8.125\", \"support\": 14, \"avg_response\": 139.28571428571428}, {\"aratio\": \"1.3731\", \"support\": 12, \"avg_response\": 184.0}, {\"aratio\": \"1.2214\", \"support\": 12, \"avg_response\": 182.0}, {\"aratio\": \"1.7549\", \"support\": 12, \"avg_response\": 179.0}, {\"aratio\": \"3.8888\", \"support\": 12, \"avg_response\": 140.0}, {\"aratio\": \"7.1666\", \"support\": 12, \"avg_response\": 118.25}, {\"aratio\": \"3.75\", \"support\": 12, \"avg_response\": 101.25}, {\"aratio\": \"3.1568\", \"support\": 11, \"avg_response\": 161.0}, {\"aratio\": \"3\", \"support\": 11, \"avg_response\": 134.72727272727272}, {\"aratio\": \"2.0869\", \"support\": 11, \"avg_response\": 96.0}, {\"aratio\": \"1.15\", \"support\": 11, \"avg_response\": 54.36363636363637}, {\"aratio\": \"8\", \"support\": 10, \"avg_response\": 400.0}, {\"aratio\": \"2.7692\", \"support\": 10, \"avg_response\": 144.0}, {\"aratio\": \"6.7\", \"support\": 10, \"avg_response\": 134.0}, {\"aratio\": \"1.2666\", \"support\": 10, \"avg_response\": 95.0}, {\"aratio\": \"0.7166\", \"support\": 10, \"avg_response\": 43.0}, {\"aratio\": \"10\", \"support\": 9, \"avg_response\": 364.44444444444446}, {\"aratio\": \"1.125\", \"support\": 9, \"avg_response\": 150.0}, {\"aratio\": \"4.3333\", \"support\": 9, \"avg_response\": 130.0}, {\"aratio\": \"8.1666\", \"support\": 9, \"avg_response\": 98.0}, {\"aratio\": \"0.5\", \"support\": 9, \"avg_response\": 33.888888888888886}, {\"aratio\": \"6.6666\", \"support\": 8, \"avg_response\": 225.0}, {\"aratio\": \"1.6666\", \"support\": 8, \"avg_response\": 177.5}, {\"aratio\": \"2.6666\", \"support\": 8, \"avg_response\": 172.0}, {\"aratio\": \"3.6\", \"support\": 8, \"avg_response\": 126.0}, {\"aratio\": \"0.6666\", \"support\": 8, \"avg_response\": 60.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..773970b26ccd39f1449a9374353ea63238b22a8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.184451+00:00", + "ended_at": "2026-05-19T16:35:43.192127+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_5d68092eb49ad7cc", + "problem_id": "v2p_c12_06478ab938551ef8", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=width, key_col=aratio.", + "bindings": { + "key_col": "aratio", + "measure_col": "width", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5d68092eb49ad7cc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5d68092eb49ad7cc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c7822d8348bb7e17b3d4673c7251ff7696c460c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.hydrogeologist, measure_col=width. +Result preview: [{"url.hydrogeologist": "\"0\"", "total_measure": 368354.0}, {"url.hydrogeologist": "\"1\"", "total_measure": 1056.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6f3cba94bf8f63f3330342f35c5401038450515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_5da66b328a8718f6 +-- problem_id: v2p_c12_f540baaf51fe84f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.hydrogeologist", SUM(CAST("width" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.hydrogeologist" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..630d4733fcb47b33690b7e798d4988aa920f0ffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.hydrogeologist\", SUM(CAST(\"width\" AS REAL)) AS \"total_measure\"\nFROM \"c12\"\nGROUP BY \"url.hydrogeologist\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.hydrogeologist\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.hydrogeologist\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"url.hydrogeologist\", \"total_measure\"], \"rows\": [{\"url.hydrogeologist\": \"\\\"0\\\"\", \"total_measure\": 368354.0}, {\"url.hydrogeologist\": \"\\\"1\\\"\", \"total_measure\": 1056.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0be791d748e571c9ad11bd2b6aeecb4b3088868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:04:00.698241+00:00", + "ended_at": "2026-05-19T16:04:27.057558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_5da66b328a8718f6", + "problem_id": "v2p_c12_f540baaf51fe84f5", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.hydrogeologist, measure_col=width.", + "bindings": { + "group_col": "url.hydrogeologist", + "measure_col": "width", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5da66b328a8718f6.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_5da66b328a8718f6", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 0, + "output_tokens": 547, + "total_tokens": 219134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26246.04, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05d2bdf0693b6f4c446674359662d65a4a02189a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:04:27.047179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26246.04, "started_at": "2026-05-19T16:04:00.798742+00:00", "ended_at": "2026-05-19T16:04:27.044822+00:00", "prompt_metrics": {"chars": 687561, "bytes_utf8": 687561, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218587, "cached_input_tokens": 0, "output_tokens": 547, "reasoning_output_tokens": 434}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.hydrogeologist\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.hydrogeologist\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with \\\"url.hydrogeologist\\\" as the group column. Cast \\\"width\\\" to REAL because the schema stores it as TEXT while the task treats it as numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8fec464df178716f218b2f482a9233003f69b6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_5da66b328a8718f6", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 0, + "output_tokens": 547, + "total_tokens": 219134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26246.04, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_5da66b328a8718f6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f4d23851c92595a20f48c5be180fd4d3511f13c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:05.945607+00:00", + "ended_at": "2026-05-19T16:28:16.307594+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_60239f6fa7b2912e", + "problem_id": "v2p_c12_1859c7c88aea6be5", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.pixs.smiley, condition_col=url.pixs.smiley.", + "bindings": { + "group_col": "url.pixs.smiley", + "condition_col": "url.pixs.smiley", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c67c5420cb4e617ea5d4ea680f2b7384254084b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_60239f6fa7b2912e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:10.595574+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4538.54, "started_at": "2026-05-19T16:28:06.053820+00:00", "ended_at": "2026-05-19T16:28:10.592410+00:00", "prompt_metrics": {"chars": 687832, "bytes_utf8": 687832, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-e3b3-7e51-b61e-a86e89be0adf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:16.307473+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4685.21, "started_at": "2026-05-19T16:28:11.619111+00:00", "ended_at": "2026-05-19T16:28:16.304385+00:00", "prompt_metrics": {"chars": 687832, "bytes_utf8": 687832, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-f95f-74b0-990d-5242fb260b46\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f881c34245cb3a65a654815763190cef358c2bb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:22.052186+00:00", + "ended_at": "2026-05-19T16:35:32.410876+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_609f6ea070fd825c", + "problem_id": "v2p_c12_59df210d007e3fdc", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=url.victoria, measure_col=width.", + "bindings": { + "group_col": "url.victoria", + "measure_col": "width", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3151f64bff4b6337efefeec17155747a1c02e705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_609f6ea070fd825c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:35:27.118114+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4969.14, "started_at": "2026-05-19T16:35:22.146709+00:00", "ended_at": "2026-05-19T16:35:27.115886+00:00", "prompt_metrics": {"chars": 687630, "bytes_utf8": 687630, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-8acb-7622-a196-e0ad0cfb4937\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:35:32.410671+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4263.13, "started_at": "2026-05-19T16:35:28.144790+00:00", "ended_at": "2026-05-19T16:35:32.407974+00:00", "prompt_metrics": {"chars": 687630, "bytes_utf8": 687630, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-a22b-7da2-b880-0afc06cef3ab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9967ceeada53253007e30cd52f044b80c71bdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:33.373184+00:00", + "ended_at": "2026-05-19T16:32:45.965088+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_614545fcff56991e", + "problem_id": "v2p_c12_492c545217577aab", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=url.www.ran.org, measure_col=height.", + "bindings": { + "group_col": "url.www.ran.org", + "measure_col": "height", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de14900004ab5724977f16316557411256dac0ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_614545fcff56991e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:38.450461+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4966.39, "started_at": "2026-05-19T16:32:33.479766+00:00", "ended_at": "2026-05-19T16:32:38.446219+00:00", "prompt_metrics": {"chars": 687642, "bytes_utf8": 687642, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-f846-71c1-ac00-d7aca430b741\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:45.964813+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6483.11, "started_at": "2026-05-19T16:32:39.478416+00:00", "ended_at": "2026-05-19T16:32:45.961607+00:00", "prompt_metrics": {"chars": 687642, "bytes_utf8": 687642, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-0fb9-71b3-8960-5a2485854d78\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f007624b01620aa885392c67b1920a955280379e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=local, measure_col=height. +Result preview: [{"local": "\"1\"", "total_measure": 104497.0}, {"local": "\"0\"", "total_measure": 47619.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e967c12612bd00624a7cfd0c2e0748fe88152378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6563aa32bf1d029b +-- problem_id: v2p_c12_b884427afd285f00 +-- realization_mode: agent +-- source_kind: agent +SELECT "local", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "local" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0374c99c80f22fa459aede3f4649f6bb33ea4ec9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"local\", SUM(CAST(\"height\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"local\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"local\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"local\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"local\", \"total_measure\"], \"rows\": [{\"local\": \"\\\"1\\\"\", \"total_measure\": 104497.0}, {\"local\": \"\\\"0\\\"\", \"total_measure\": 47619.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fecd8d1586c7a431a5c43c086bcb1345a073f242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:01:18.932164+00:00", + "ended_at": "2026-05-19T16:01:46.366707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6563aa32bf1d029b", + "problem_id": "v2p_c12_b884427afd285f00", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=local, measure_col=height.", + "bindings": { + "group_col": "local", + "measure_col": "height", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6563aa32bf1d029b.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6563aa32bf1d029b", + "api_calls": 0, + "input_tokens": 218580, + "cached_input_tokens": 0, + "output_tokens": 610, + "total_tokens": 219190, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26298.0, + "sql_execution_elapsed_ms_total": 9.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37f9f60e26dbab8bf20503da906f48f01d69b30e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:23.777045+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4747.08, "started_at": "2026-05-19T16:01:19.027508+00:00", "ended_at": "2026-05-19T16:01:23.774624+00:00", "prompt_metrics": {"chars": 687536, "bytes_utf8": 687536, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-5dd9-7e50-a79f-d80936a49104\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:46.354553+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21550.92, "started_at": "2026-05-19T16:01:24.801108+00:00", "ended_at": "2026-05-19T16:01:46.352087+00:00", "prompt_metrics": {"chars": 687536, "bytes_utf8": 687536, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218580, "cached_input_tokens": 0, "output_tokens": 610, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"local\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"local\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested Grouped Numeric Sum template with group_col=\\\"local\\\" and measure_col=\\\"height\\\". Cast \\\"height\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca3a0747660045985e548ec3438faaa6efbe4f99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6563aa32bf1d029b", + "api_calls": 0, + "input_tokens": 218580, + "cached_input_tokens": 0, + "output_tokens": 610, + "total_tokens": 219190, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26298.0, + "sql_execution_elapsed_ms_total": 9.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6563aa32bf1d029b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c27ea2068f2980802cf5ebbe1ebe2e037c095de2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:56.818589+00:00", + "ended_at": "2026-05-19T16:33:08.278823+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_65907b194cd9d15a", + "problem_id": "v2p_c12_939ef1b87191cf1b", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=url.main, measure_col=width.", + "bindings": { + "group_col": "url.main", + "measure_col": "width", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af626b7da2302abf6fb31b19c4dc8de0da5361ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_65907b194cd9d15a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:33:01.955467+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5031.5, "started_at": "2026-05-19T16:32:56.920972+00:00", "ended_at": "2026-05-19T16:33:01.952533+00:00", "prompt_metrics": {"chars": 687622, "bytes_utf8": 687622, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-53c7-79a1-ad88-42ecee396be0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:33:08.278668+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5306.34, "started_at": "2026-05-19T16:33:02.968260+00:00", "ended_at": "2026-05-19T16:33:08.274656+00:00", "prompt_metrics": {"chars": 687622, "bytes_utf8": 687622, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-6b7d-7482-be8e-7e04f0c6da6f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..820f7dce82d279e3c58f119be98cc23eccd9744c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:16:47.985799+00:00", + "ended_at": "2026-05-19T16:17:00.186051+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_674211ddceca870d", + "problem_id": "v2p_c12_ad2dbc76406fb414", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=aratio.", + "bindings": { + "measure_col": "aratio", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99efeda96ac2639c2c44c9eb1d317ec59ba2b14e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_674211ddceca870d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:54.856649+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6767.49, "started_at": "2026-05-19T16:16:48.085784+00:00", "ended_at": "2026-05-19T16:16:54.853322+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-8b4d-7d60-bdb8-110a69f79497\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:00.185902+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4302.33, "started_at": "2026-05-19T16:16:55.880409+00:00", "ended_at": "2026-05-19T16:17:00.182799+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-a9ad-7960-9d74-5e5c0d9c0e95\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3669e6ba7bb7df63616644232d44f8e7bea7a32a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3255, "support_share": 0.9926806953339433, "support_rank": 1}, {"value_label": "\"1\"", "support": 24, "support_share": 0.007319304666056725, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4344f93108a47cf62642f7353abf99de3be796ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_69517387fbd015e0 +-- problem_id: v2p_c12_093b8a6121e00538 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.jsd" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.jsd" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51c0d4ee5d208dd6f9eda7023b5cfab91dec239e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_69517387fbd015e0\n-- problem_id: v2p_c12_093b8a6121e00538\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.jsd\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.jsd\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_69517387fbd015e0\\n-- problem_id: v2p_c12_093b8a6121e00538\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.jsd\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.jsd\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3255, \"support_share\": 0.9926806953339433, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 24, \"support_share\": 0.007319304666056725, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.14}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe30a53924dc43bc6fc01a0b95746179de0f14a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.018331+00:00", + "ended_at": "2026-05-19T16:35:43.031305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_69517387fbd015e0", + "problem_id": "v2p_c12_093b8a6121e00538", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=origurl.jsd.", + "bindings": { + "group_col": "origurl.jsd" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69517387fbd015e0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69517387fbd015e0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa096c4644fa9a1c5f1072217aafe8bcd7686cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3269, "support_share": 0.9969502897224763, "cumulative_support": 3269}, {"value_label": "\"1\"", "support": 10, "support_share": 0.0030497102775236353, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a62a8698e85d52bebfffaa6dcbbf88f0f35f1c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_69b6ebdf4739044c +-- problem_id: v2p_c12_9982068b90761f0a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.hevern" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.hevern" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2771637546c996eefa004340f65ec4388a51418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_69b6ebdf4739044c\n-- problem_id: v2p_c12_9982068b90761f0a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.hevern\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.hevern\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_69b6ebdf4739044c\\n-- problem_id: v2p_c12_9982068b90761f0a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.hevern\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.hevern\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3269, \"support_share\": 0.9969502897224763, \"cumulative_support\": 3269}, {\"value_label\": \"\\\"1\\\"\", \"support\": 10, \"support_share\": 0.0030497102775236353, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..962b8ef9f458d1fcf9acdeba0d132194a1c44fc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.895310+00:00", + "ended_at": "2026-05-19T16:35:42.910012+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_69b6ebdf4739044c", + "problem_id": "v2p_c12_9982068b90761f0a", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=origurl.hevern.", + "bindings": { + "group_col": "origurl.hevern" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69b6ebdf4739044c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_69b6ebdf4739044c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..133b0301a1d75963093e5a2270f9293e4183aa12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:07:54.268240+00:00", + "ended_at": "2026-05-19T16:08:03.464349+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6a4c0c2a13a054c4", + "problem_id": "v2p_c12_6865841a3eabdab8", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.express.scripts.com.", + "bindings": { + "group_col": "url.express.scripts.com", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ff632484bff1649c0dd988e08bdd9f6377e624e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6a4c0c2a13a054c4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:58.316673+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3950.71, "started_at": "2026-05-19T16:07:54.363587+00:00", "ended_at": "2026-05-19T16:07:58.314329+00:00", "prompt_metrics": {"chars": 687485, "bytes_utf8": 687485, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-65ed-7c01-8eeb-895dece46fc9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:03.464251+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4131.07, "started_at": "2026-05-19T16:07:59.330718+00:00", "ended_at": "2026-05-19T16:08:03.461830+00:00", "prompt_metrics": {"chars": 687485, "bytes_utf8": 687485, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-796c-7a00-a42f-78021d047c75\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..574983a50ad2c97290ff3b2a32ab3c1d3e414b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.peace.images, measure_col=width. +Result preview: [{"url.peace.images": "\"0\"", "total_measure": 368892.0}, {"url.peace.images": "\"1\"", "total_measure": 518.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5609dfb6a563b90c2400447dc97dd42d29dbdca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6ad6d36aa3a35279 +-- problem_id: v2p_c12_483cb50e61b4d0ac +-- realization_mode: agent +-- source_kind: agent +SELECT "url.peace.images", SUM(CAST("width" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.peace.images" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3486ebafeb01dc8d8a2aa00d48c50a2dbb812d5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.peace.images\", SUM(CAST(\"width\" AS REAL)) AS \"total_measure\"\nFROM \"c12\"\nGROUP BY \"url.peace.images\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.peace.images\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.peace.images\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"url.peace.images\", \"total_measure\"], \"rows\": [{\"url.peace.images\": \"\\\"0\\\"\", \"total_measure\": 368892.0}, {\"url.peace.images\": \"\\\"1\\\"\", \"total_measure\": 518.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7416a411bc8ac5d3222ca08f8e604eed65dffc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:07:04.783193+00:00", + "ended_at": "2026-05-19T16:07:24.303526+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6ad6d36aa3a35279", + "problem_id": "v2p_c12_483cb50e61b4d0ac", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.peace.images, measure_col=width.", + "bindings": { + "group_col": "url.peace.images", + "measure_col": "width", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6ad6d36aa3a35279.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6ad6d36aa3a35279", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 217472, + "output_tokens": 612, + "total_tokens": 219197, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18384.18, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e518ff3ba6b94824d8d4923665b662d0a012cd43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:08.867577+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3980.13, "started_at": "2026-05-19T16:07:04.884952+00:00", "ended_at": "2026-05-19T16:07:08.865113+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-a4c5-7a32-a3cb-5d4dede24b2b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:24.293233+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14404.05, "started_at": "2026-05-19T16:07:09.886637+00:00", "ended_at": "2026-05-19T16:07:24.290726+00:00", "prompt_metrics": {"chars": 687560, "bytes_utf8": 687560, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218585, "cached_input_tokens": 217472, "output_tokens": 612, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.peace.images\\\", SUM(CAST(\\\"width\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.peace.images\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with the bound roles. Casted \\\"width\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad69b920d65de076f8c5fe490371f801acfcca10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6ad6d36aa3a35279", + "api_calls": 0, + "input_tokens": 218585, + "cached_input_tokens": 217472, + "output_tokens": 612, + "total_tokens": 219197, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18384.18, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6ad6d36aa3a35279/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3a244f3d487fbfbd3dd82d16d996657b800de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.www.slake.com, measure_col=height. +Result preview: [{"url.www.slake.com": "\"0\"", "total_measure": 151912.0}, {"url.www.slake.com": "\"1\"", "total_measure": 204.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1346b7890cffa317ec30464012ca9b3df97de9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6b20cbd684841667 +-- problem_id: v2p_c12_dc8568baf3ae3672 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.www.slake.com", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.www.slake.com" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e39c1ce7d5a0df7ac8ed82e81ec4c2a7290a6d3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum.\nSELECT \"url.www.slake.com\", SUM(CAST(\"height\" AS REAL)) AS total_measure\nFROM \"c12\"\nGROUP BY \"url.www.slake.com\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"url.www.slake.com\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.www.slake.com\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"url.www.slake.com\", \"total_measure\"], \"rows\": [{\"url.www.slake.com\": \"\\\"0\\\"\", \"total_measure\": 151912.0}, {\"url.www.slake.com\": \"\\\"1\\\"\", \"total_measure\": 204.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a55cf5f401e8ff2429ad0bbeac7c79e315046d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:03:33.740566+00:00", + "ended_at": "2026-05-19T16:04:00.697592+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6b20cbd684841667", + "problem_id": "v2p_c12_dc8568baf3ae3672", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.www.slake.com, measure_col=height.", + "bindings": { + "group_col": "url.www.slake.com", + "measure_col": "height", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6b20cbd684841667.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6b20cbd684841667", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 0, + "output_tokens": 616, + "total_tokens": 219203, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25830.15, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..280e8aa6857a7d8cd7c8269a7d3d71576b1297ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:38.397747+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4561.71, "started_at": "2026-05-19T16:03:33.833766+00:00", "ended_at": "2026-05-19T16:03:38.395508+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-6c4d-77f1-8878-ce440cc7bf9c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:00.685882+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21268.44, "started_at": "2026-05-19T16:03:39.414788+00:00", "ended_at": "2026-05-19T16:04:00.683285+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218587, "cached_input_tokens": 0, "output_tokens": 616, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"url.www.slake.com\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.www.slake.com\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the planned Grouped Numeric Sum template with group_col=\\\"url.www.slake.com\\\" and casts TEXT-stored \\\"height\\\" to REAL before summing.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95ed4f3b878210b7064f4f6b6e89e6353b62e4d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_6b20cbd684841667", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 0, + "output_tokens": 616, + "total_tokens": 219203, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25830.15, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6b20cbd684841667/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e971af8703f38c4c5675929c34489e11c6ae9005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:08.023626+00:00", + "ended_at": "2026-05-19T16:11:17.163158+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6c5fb006da77c80c", + "problem_id": "v2p_c12_5ae9bc2fdb945aa0", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.area51, measure_col=aratio.", + "bindings": { + "group_col": "url.area51", + "measure_col": "aratio", + "item_col": "height", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6e48c2cbd59b05a0678bbe161bfa21458affdaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6c5fb006da77c80c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:11.913116+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3792.46, "started_at": "2026-05-19T16:11:08.118419+00:00", "ended_at": "2026-05-19T16:11:11.910915+00:00", "prompt_metrics": {"chars": 687960, "bytes_utf8": 687960, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-5ad5-7c93-a3b5-cc1fcccba884\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:17.163065+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4236.26, "started_at": "2026-05-19T16:11:12.924446+00:00", "ended_at": "2026-05-19T16:11:17.160743+00:00", "prompt_metrics": {"chars": 687960, "bytes_utf8": 687960, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-6d94-7731-b6eb-b2a9c4e04729\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9c480bdb771f1c9f6f2fe416b6f0fa9948812f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:13.927434+00:00", + "ended_at": "2026-05-19T16:18:23.501007+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6d7c88c741aeda4d", + "problem_id": "v2p_c12_af6e8b031f1d607d", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.puc.edu, measure_col=aratio.", + "bindings": { + "group_col": "url.puc.edu", + "measure_col": "aratio", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e54e546329f0f8839563cd5f5a224f4984c575a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7c88c741aeda4d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:18.379067+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4338.84, "started_at": "2026-05-19T16:18:14.037916+00:00", "ended_at": "2026-05-19T16:18:18.376801+00:00", "prompt_metrics": {"chars": 688101, "bytes_utf8": 688101, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-db43-73b2-85dc-9fef4b9b1edc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:23.500867+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4103.58, "started_at": "2026-05-19T16:18:19.394177+00:00", "ended_at": "2026-05-19T16:18:23.497805+00:00", "prompt_metrics": {"chars": 688101, "bytes_utf8": 688101, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-ef8b-76e3-9426-84706f6de016\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bed1eceff6bfbde2b61c475cd661b3eba5fc2515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:14.147469+00:00", + "ended_at": "2026-05-19T16:25:25.203646+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6d7ea1b194e4b065", + "problem_id": "v2p_c12_3fe41ba86464c24a", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.fools.pixs, condition_col=url.fools.pixs.", + "bindings": { + "group_col": "url.fools.pixs", + "condition_col": "url.fools.pixs", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e63efb03acb6b9df0861e2402962e0f3127d4c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6d7ea1b194e4b065/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:19.405550+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5144.38, "started_at": "2026-05-19T16:25:14.257535+00:00", "ended_at": "2026-05-19T16:25:19.401979+00:00", "prompt_metrics": {"chars": 687829, "bytes_utf8": 687829, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-447e-7833-8a0b-3efb11fb853a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:25.203519+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4781.23, "started_at": "2026-05-19T16:25:20.418623+00:00", "ended_at": "2026-05-19T16:25:25.199901+00:00", "prompt_metrics": {"chars": 687829, "bytes_utf8": 687829, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-5ca0-7c13-ac08-7a7542d8f3da\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..382eb22de0795c8fb6e4bfa0af34e0233228e866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:29:52.311799+00:00", + "ended_at": "2026-05-19T16:30:02.323386+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_6de08d1476991c7a", + "problem_id": "v2p_c12_026abb66611afcaf", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=url.send.b.", + "bindings": { + "group_col": "url.send.b", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d0987c277348e3f45cb765aa966b16b0ba58725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_6de08d1476991c7a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:56.836758+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4405.64, "started_at": "2026-05-19T16:29:52.427914+00:00", "ended_at": "2026-05-19T16:29:56.833618+00:00", "prompt_metrics": {"chars": 687541, "bytes_utf8": 687541, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-832a-7d82-9d77-ce8faeeba50b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:02.323272+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4454.81, "started_at": "2026-05-19T16:29:57.864930+00:00", "ended_at": "2026-05-19T16:30:02.319816+00:00", "prompt_metrics": {"chars": 687541, "bytes_utf8": 687541, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-9858-7941-b811-444a2ae638e9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bb8b050dcc6f09f0c86f273665c53fbf627adcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:54.615577+00:00", + "ended_at": "2026-05-19T16:12:06.801414+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_71d781876d5d83c8", + "problem_id": "v2p_c12_e0ce051a36ec0305", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.ran.org, measure_col=aratio.", + "bindings": { + "group_col": "url.ran.org", + "measure_col": "aratio", + "item_col": "height", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84bfdbe68075613a829d4f8a4fc0c2f14955c304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_71d781876d5d83c8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:01.560561+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6815.17, "started_at": "2026-05-19T16:11:54.742096+00:00", "ended_at": "2026-05-19T16:12:01.557297+00:00", "prompt_metrics": {"chars": 687955, "bytes_utf8": 687955, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-1101-7ef1-8e39-bcc6910d6ed3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:06.801320+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4227.0, "started_at": "2026-05-19T16:12:02.571906+00:00", "ended_at": "2026-05-19T16:12:06.798936+00:00", "prompt_metrics": {"chars": 687955, "bytes_utf8": 687955, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-2fa9-7de0-a94a-1927eb234eef\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..062aaf0fac0685b91c9c22387f146aaca7f63190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:58.515966+00:00", + "ended_at": "2026-05-19T16:31:08.467154+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_777940664d7611e6", + "problem_id": "v2p_c12_b1996d27358d56e1", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=url.victoria.pharmacy.", + "bindings": { + "group_col": "url.victoria.pharmacy", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e0bf6a012b09e3113ece1f2a4c8b4c11f8bfaf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_777940664d7611e6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:03.275981+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4656.62, "started_at": "2026-05-19T16:30:58.615968+00:00", "ended_at": "2026-05-19T16:31:03.272654+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-85bd-7773-983f-c249677f8ff5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:31:08.467030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4170.37, "started_at": "2026-05-19T16:31:04.293660+00:00", "ended_at": "2026-05-19T16:31:08.464095+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-9beb-7fc3-9832-ef096c98dca2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..743293bcedd39ec2dc3cdfe38c8a068fe2c61838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"1\"", "support": 2504, "support_share": 0.7636474534919183, "cumulative_support": 2504}, {"value_label": "\"0\"", "support": 775, "support_share": 0.23635254650808174, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcd3cbf583e61cce991f13e8279277d2b69e0f74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_787c7f4f764ab040 +-- problem_id: v2p_c12_ec9be7c7673ea65d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "local" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "local" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..885c78e6e0df31445aa2b7119435ac873c2d52b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_787c7f4f764ab040\n-- problem_id: v2p_c12_ec9be7c7673ea65d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"local\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"local\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_787c7f4f764ab040\\n-- problem_id: v2p_c12_ec9be7c7673ea65d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"local\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"local\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"1\\\"\", \"support\": 2504, \"support_share\": 0.7636474534919183, \"cumulative_support\": 2504}, {\"value_label\": \"\\\"0\\\"\", \"support\": 775, \"support_share\": 0.23635254650808174, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7eaba073127be993550c21ca974c81b12083719b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.796959+00:00", + "ended_at": "2026-05-19T16:35:42.809114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_787c7f4f764ab040", + "problem_id": "v2p_c12_ec9be7c7673ea65d", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=local.", + "bindings": { + "group_col": "local" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_787c7f4f764ab040.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_787c7f4f764ab040/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..920c8f00f96e8ee9b37b16a4f22777504faca830 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:45.073193+00:00", + "ended_at": "2026-05-19T16:13:57.966555+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_7ab7403157d9a46c", + "problem_id": "v2p_c12_f61186b24a82b626", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.www.FlowSoft.com, condition_col=url.www.FlowSoft.com.", + "bindings": { + "group_col": "url.www.FlowSoft.com", + "condition_col": "url.www.FlowSoft.com", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07cbd1d298361399af3fe26fa12466943bfcbfaa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ab7403157d9a46c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:49.257927+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4078.92, "started_at": "2026-05-19T16:13:45.176764+00:00", "ended_at": "2026-05-19T16:13:49.255709+00:00", "prompt_metrics": {"chars": 688412, "bytes_utf8": 688412, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-c05b-7ba0-818f-74645b1ad6cf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:57.966463+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7681.92, "started_at": "2026-05-19T16:13:50.282329+00:00", "ended_at": "2026-05-19T16:13:57.964287+00:00", "prompt_metrics": {"chars": 688412, "bytes_utf8": 688412, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-d457-7721-ad7e-53f59fafae73\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..961b2d0d1334e4181926273605911aca1de3eb84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"aratio": "0", "support": 910, "avg_response": 0.8263736263736263}, {"aratio": "1", "support": 301, "avg_response": 62.01661129568107}, {"aratio": "7.8", "support": 184, "avg_response": 60.0}, {"aratio": "2.8387", "support": 64, "avg_response": 31.0}, {"aratio": "4", "support": 41, "avg_response": 27.78048780487805}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c11bc3ef5d03c3581731a564e549e82cbb121ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_7ae93c4fa3cb7ae8 +-- problem_id: v2p_c12_9079604da1bc41cf +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "aratio", + COUNT(*) AS support, + AVG("height") AS avg_response +FROM "c12" +GROUP BY "aratio" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01e2c57359f39b1baa70bac89f5174bc86e62cdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_7ae93c4fa3cb7ae8\n-- problem_id: v2p_c12_9079604da1bc41cf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"aratio\",\n COUNT(*) AS support,\n AVG(\"height\") AS avg_response\nFROM \"c12\"\nGROUP BY \"aratio\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_7ae93c4fa3cb7ae8\\n-- problem_id: v2p_c12_9079604da1bc41cf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"aratio\\\",\\n COUNT(*) AS support,\\n AVG(\\\"height\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"aratio\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"aratio\", \"support\", \"avg_response\"], \"rows\": [{\"aratio\": \"0\", \"support\": 910, \"avg_response\": 0.8263736263736263}, {\"aratio\": \"1\", \"support\": 301, \"avg_response\": 62.01661129568107}, {\"aratio\": \"7.8\", \"support\": 184, \"avg_response\": 60.0}, {\"aratio\": \"2.8387\", \"support\": 64, \"avg_response\": 31.0}, {\"aratio\": \"4\", \"support\": 41, \"avg_response\": 27.78048780487805}, {\"aratio\": \"5\", \"support\": 39, \"avg_response\": 26.76923076923077}, {\"aratio\": \"8.4166\", \"support\": 38, \"avg_response\": 12.0}, {\"aratio\": \"1.3333\", \"support\": 29, \"avg_response\": 88.86206896551724}, {\"aratio\": \"1.25\", \"support\": 29, \"avg_response\": 42.89655172413793}, {\"aratio\": \"2\", \"support\": 26, \"avg_response\": 72.42307692307692}, {\"aratio\": \"4.75\", \"support\": 24, \"avg_response\": 13.5}, {\"aratio\": \"1.5\", \"support\": 22, \"avg_response\": 134.63636363636363}, {\"aratio\": \"60\", \"support\": 20, \"avg_response\": 10.0}, {\"aratio\": \"3.9\", \"support\": 19, \"avg_response\": 60.0}, {\"aratio\": \"1.1304\", \"support\": 19, \"avg_response\": 23.0}, {\"aratio\": \"5.8181\", \"support\": 19, \"avg_response\": 11.0}, {\"aratio\": \"8.0909\", \"support\": 19, \"avg_response\": 11.0}, {\"aratio\": \"8.5454\", \"support\": 19, \"avg_response\": 11.0}, {\"aratio\": \"8.7272\", \"support\": 19, \"avg_response\": 11.0}, {\"aratio\": \"5.3333\", \"support\": 18, \"avg_response\": 17.0}, {\"aratio\": \"8.5\", \"support\": 18, \"avg_response\": 12.0}, {\"aratio\": \"2.5\", \"support\": 17, \"avg_response\": 52.35294117647059}, {\"aratio\": \"2.3333\", \"support\": 16, \"avg_response\": 60.0}, {\"aratio\": \"4.8\", \"support\": 15, \"avg_response\": 28.0}, {\"aratio\": \"8.125\", \"support\": 14, \"avg_response\": 17.142857142857142}, {\"aratio\": \"1.2214\", \"support\": 12, \"avg_response\": 149.0}, {\"aratio\": \"1.3731\", \"support\": 12, \"avg_response\": 134.0}, {\"aratio\": \"1.7549\", \"support\": 12, \"avg_response\": 102.0}, {\"aratio\": \"3.8888\", \"support\": 12, \"avg_response\": 36.0}, {\"aratio\": \"3.75\", \"support\": 12, \"avg_response\": 27.0}, {\"aratio\": \"7.1666\", \"support\": 12, \"avg_response\": 16.5}, {\"aratio\": \"3.1568\", \"support\": 11, \"avg_response\": 51.0}, {\"aratio\": \"1.15\", \"support\": 11, \"avg_response\": 47.27272727272727}, {\"aratio\": \"2.0869\", \"support\": 11, \"avg_response\": 46.0}, {\"aratio\": \"3\", \"support\": 11, \"avg_response\": 44.90909090909091}, {\"aratio\": \"1.2666\", \"support\": 10, \"avg_response\": 75.0}, {\"aratio\": \"0.7166\", \"support\": 10, \"avg_response\": 60.0}, {\"aratio\": \"2.7692\", \"support\": 10, \"avg_response\": 52.0}, {\"aratio\": \"8\", \"support\": 10, \"avg_response\": 50.0}, {\"aratio\": \"6.7\", \"support\": 10, \"avg_response\": 20.0}, {\"aratio\": \"1.125\", \"support\": 9, \"avg_response\": 133.33333333333334}, {\"aratio\": \"0.5\", \"support\": 9, \"avg_response\": 67.77777777777777}, {\"aratio\": \"10\", \"support\": 9, \"avg_response\": 36.44444444444444}, {\"aratio\": \"4.3333\", \"support\": 9, \"avg_response\": 30.0}, {\"aratio\": \"8.1666\", \"support\": 9, \"avg_response\": 12.0}, {\"aratio\": \"1.6666\", \"support\": 8, \"avg_response\": 106.5}, {\"aratio\": \"0.6666\", \"support\": 8, \"avg_response\": 90.0}, {\"aratio\": \"2.6666\", \"support\": 8, \"avg_response\": 64.5}, {\"aratio\": \"3.6\", \"support\": 8, \"avg_response\": 35.0}, {\"aratio\": \"1.3043\", \"support\": 8, \"avg_response\": 34.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66a1017d4ec8fdd6457a15c09998cd7e2e295671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.176481+00:00", + "ended_at": "2026-05-19T16:35:43.183980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_7ae93c4fa3cb7ae8", + "problem_id": "v2p_c12_9079604da1bc41cf", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=height, key_col=aratio.", + "bindings": { + "key_col": "aratio", + "measure_col": "height", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7ae93c4fa3cb7ae8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7ae93c4fa3cb7ae8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a98bdd66746d66f4c0edddb8360b775f4dfb4c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3267, "support_share": 0.9963403476669717, "cumulative_support": 3267}, {"value_label": "\"1\"", "support": 12, "support_share": 0.0036596523330283625, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..417165f2252a54453503e30fa3d7c5420a28073c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_7fa2a14ac9004739 +-- problem_id: v2p_c12_53dfa0d0e7010c05 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.www.icgnet.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.www.icgnet.com" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f001730f5d897515bd2200b783b3b240f9dd968 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_7fa2a14ac9004739\n-- problem_id: v2p_c12_53dfa0d0e7010c05\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.www.icgnet.com\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.www.icgnet.com\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_7fa2a14ac9004739\\n-- problem_id: v2p_c12_53dfa0d0e7010c05\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.www.icgnet.com\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.www.icgnet.com\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3267, \"support_share\": 0.9963403476669717, \"cumulative_support\": 3267}, {\"value_label\": \"\\\"1\\\"\", \"support\": 12, \"support_share\": 0.0036596523330283625, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97a2bc894994d7bef22ad8032c807ac78efa6a1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.809774+00:00", + "ended_at": "2026-05-19T16:35:42.821214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_7fa2a14ac9004739", + "problem_id": "v2p_c12_53dfa0d0e7010c05", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=url.www.icgnet.com.", + "bindings": { + "group_col": "url.www.icgnet.com" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7fa2a14ac9004739.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_7fa2a14ac9004739/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb88cdac1c5da79f69d0ee587a844c0d860e299b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:08:32.802901+00:00", + "ended_at": "2026-05-19T16:08:41.966096+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_815c7586c9689d3f", + "problem_id": "v2p_c12_4faf4093f569af46", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.josefina3.", + "bindings": { + "group_col": "url.josefina3", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c99a35b3a530041bb73bfa2b57cc96539c6f33f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_815c7586c9689d3f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:36.891253+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3986.64, "started_at": "2026-05-19T16:08:32.900762+00:00", "ended_at": "2026-05-19T16:08:36.887435+00:00", "prompt_metrics": {"chars": 687466, "bytes_utf8": 687466, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-fc78-7833-979c-2070eb2605ee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:41.965973+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4045.41, "started_at": "2026-05-19T16:08:37.917503+00:00", "ended_at": "2026-05-19T16:08:41.962961+00:00", "prompt_metrics": {"chars": 687466, "bytes_utf8": 687466, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-103a-7031-9d22-c1b934d2ca0b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad309650e2fbca1f031a900d0b58ff20060db7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:09:10.847288+00:00", + "ended_at": "2026-05-19T16:09:20.230626+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_820c5f7d9d9ab0ec", + "problem_id": "v2p_c12_7ddaa37205a0e336", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.pixs, measure_col=height.", + "bindings": { + "group_col": "url.pixs", + "measure_col": "height", + "item_col": "width", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4818f14f775460d4072b43029b6b7b010e2bc68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_820c5f7d9d9ab0ec/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:15.046337+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4095.19, "started_at": "2026-05-19T16:09:10.948632+00:00", "ended_at": "2026-05-19T16:09:15.043854+00:00", "prompt_metrics": {"chars": 687947, "bytes_utf8": 687947, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-911e-7053-b8b7-92e7f0870356\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:20.230542+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4167.23, "started_at": "2026-05-19T16:09:16.061165+00:00", "ended_at": "2026-05-19T16:09:20.228432+00:00", "prompt_metrics": {"chars": 687947, "bytes_utf8": 687947, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-a524-7230-a00e-92bb47c61439\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98fbba7846685b64849a0b56592e49266da06da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"1\"", "support": 2504, "support_share": 0.7636474534919183, "support_rank": 1}, {"value_label": "\"0\"", "support": 775, "support_share": 0.23635254650808174, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a78f7f6d3f5b79fda235644e1a14f3f9d9d599e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_82f202007393fff7 +-- problem_id: v2p_c12_6ca1cffc5c1f1c3d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "local" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "local" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12669e278e3ec03edc5d140afa10147e9d580e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_82f202007393fff7\n-- problem_id: v2p_c12_6ca1cffc5c1f1c3d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"local\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"local\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_82f202007393fff7\\n-- problem_id: v2p_c12_6ca1cffc5c1f1c3d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"local\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"local\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"1\\\"\", \"support\": 2504, \"support_share\": 0.7636474534919183, \"support_rank\": 1}, {\"value_label\": \"\\\"0\\\"\", \"support\": 775, \"support_share\": 0.23635254650808174, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c99739ed64a9898ddb36f0d0a2ba941d576aa80c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.978646+00:00", + "ended_at": "2026-05-19T16:35:42.985535+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_82f202007393fff7", + "problem_id": "v2p_c12_6ca1cffc5c1f1c3d", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=local.", + "bindings": { + "group_col": "local" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_82f202007393fff7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_82f202007393fff7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3af68eebbefcc4afe39093ae25f92147ac247b17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:20:57.557069+00:00", + "ended_at": "2026-05-19T16:21:13.406793+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_83f3af558e9cbd61", + "problem_id": "v2p_c12_021f3f5dd9fab795", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.kats, measure_col=aratio.", + "bindings": { + "group_col": "url.kats", + "measure_col": "aratio", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..446404d5f4fde504775988790139558c390d8e19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_83f3af558e9cbd61/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:05.272450+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7617.23, "started_at": "2026-05-19T16:20:57.652527+00:00", "ended_at": "2026-05-19T16:21:05.269784+00:00", "prompt_metrics": {"chars": 688103, "bytes_utf8": 688103, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-59b1-7922-b067-045fd260007d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:13.406691+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7108.31, "started_at": "2026-05-19T16:21:06.295718+00:00", "ended_at": "2026-05-19T16:21:13.404070+00:00", "prompt_metrics": {"chars": 688103, "bytes_utf8": 688103, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-7bb6-7a63-93d6-36d468e83e12\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..220675bcd998b3e2870c13dd904d148950f8cf7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"height": "0", "support": 903, "avg_response": 0.0}, {"height": "60", "support": 283, "avg_response": 5.888447703180212}, {"height": "12", "support": 110, "avg_response": 7.579507272727273}, {"height": "16", "support": 94, "avg_response": 3.1648936170212765}, {"height": "11", "support": 93, "avg_response": 7.092818279569893}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..612dbcb8d1ea7bddb1d7f82998a3c20d8896bca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_8507323dfe683c4b +-- problem_id: v2p_c12_9bd344279cc96f97 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "height", + COUNT(*) AS support, + AVG("aratio") AS avg_response +FROM "c12" +GROUP BY "height" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cc8f5b6dd2652046a88fe27ca5628f184fdc2b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_8507323dfe683c4b\n-- problem_id: v2p_c12_9bd344279cc96f97\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"height\",\n COUNT(*) AS support,\n AVG(\"aratio\") AS avg_response\nFROM \"c12\"\nGROUP BY \"height\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_8507323dfe683c4b\\n-- problem_id: v2p_c12_9bd344279cc96f97\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"height\\\",\\n COUNT(*) AS support,\\n AVG(\\\"aratio\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"height\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"height\", \"support\", \"avg_response\"], \"rows\": [{\"height\": \"0\", \"support\": 903, \"avg_response\": 0.0}, {\"height\": \"60\", \"support\": 283, \"avg_response\": 5.888447703180212}, {\"height\": \"12\", \"support\": 110, \"avg_response\": 7.579507272727273}, {\"height\": \"16\", \"support\": 94, \"avg_response\": 3.1648936170212765}, {\"height\": \"11\", \"support\": 93, \"avg_response\": 7.092818279569893}, {\"height\": \"31\", \"support\": 73, \"avg_response\": 3.1276931506849315}, {\"height\": \"40\", \"support\": 73, \"avg_response\": 3.074315068493151}, {\"height\": \"20\", \"support\": 60, \"avg_response\": 5.694166666666666}, {\"height\": \"24\", \"support\": 57, \"avg_response\": 2.5540912280701757}, {\"height\": \"23\", \"support\": 48, \"avg_response\": 2.5008583333333334}, {\"height\": \"100\", \"support\": 48, \"avg_response\": 1.3935416666666667}, {\"height\": \"90\", \"support\": 48, \"avg_response\": 1.0099270833333334}, {\"height\": \"25\", \"support\": 45, \"avg_response\": 3.8817777777777778}, {\"height\": \"50\", \"support\": 45, \"avg_response\": 3.4155555555555552}, {\"height\": \"80\", \"support\": 44, \"avg_response\": 1.1286931818181818}, {\"height\": \"75\", \"support\": 38, \"avg_response\": 1.6241684210526315}, {\"height\": \"30\", \"support\": 35, \"avg_response\": 4.494254285714286}, {\"height\": \"35\", \"support\": 35, \"avg_response\": 2.9958828571428575}, {\"height\": \"36\", \"support\": 32, \"avg_response\": 3.5103625}, {\"height\": \"125\", \"support\": 32, \"avg_response\": 1.155}, {\"height\": \"15\", \"support\": 29, \"avg_response\": 3.82526551724138}, {\"height\": \"46\", \"support\": 28, \"avg_response\": 2.3345785714285716}, {\"height\": \"10\", \"support\": 27, \"avg_response\": 47.574074074074076}, {\"height\": \"32\", \"support\": 27, \"avg_response\": 3.547444444444445}, {\"height\": \"51\", \"support\": 26, \"avg_response\": 2.8242230769230767}, {\"height\": \"28\", \"support\": 24, \"avg_response\": 4.6681333333333335}, {\"height\": \"110\", \"support\": 24, \"avg_response\": 1.4492}, {\"height\": \"43\", \"support\": 23, \"avg_response\": 3.296217391304348}, {\"height\": \"120\", \"support\": 23, \"avg_response\": 1.148895652173913}, {\"height\": \"33\", \"support\": 22, \"avg_response\": 4.780931818181818}, {\"height\": \"140\", \"support\": 22, \"avg_response\": 1.098690909090909}, {\"height\": \"26\", \"support\": 19, \"avg_response\": 5.080947368421053}, {\"height\": \"45\", \"support\": 17, \"avg_response\": 2.9476764705882355}, {\"height\": \"44\", \"support\": 17, \"avg_response\": 2.606935294117647}, {\"height\": \"52\", \"support\": 16, \"avg_response\": 2.7788125}, {\"height\": \"62\", \"support\": 16, \"avg_response\": 1.60579375}, {\"height\": \"154\", \"support\": 15, \"avg_response\": 1.3779066666666668}, {\"height\": \"70\", \"support\": 15, \"avg_response\": 1.25708}, {\"height\": \"150\", \"support\": 15, \"avg_response\": 1.2532999999999999}, {\"height\": \"22\", \"support\": 14, \"avg_response\": 6.282442857142857}, {\"height\": \"38\", \"support\": 14, \"avg_response\": 2.6898071428571426}, {\"height\": \"18\", \"support\": 13, \"avg_response\": 3.217915384615385}, {\"height\": \"102\", \"support\": 13, \"avg_response\": 1.6862692307692306}, {\"height\": \"95\", \"support\": 13, \"avg_response\": 1.2849538461538461}, {\"height\": \"55\", \"support\": 12, \"avg_response\": 5.160566666666667}, {\"height\": \"134\", \"support\": 12, \"avg_response\": 1.3731}, {\"height\": \"149\", \"support\": 12, \"avg_response\": 1.2214}, {\"height\": \"200\", \"support\": 12, \"avg_response\": 0.9808333333333333}, {\"height\": \"27\", \"support\": 11, \"avg_response\": 3.289527272727273}, {\"height\": \"72\", \"support\": 11, \"avg_response\": 3.050472727272727}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.13}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf83566284cf7305f2798bc88684fce67734ad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.151900+00:00", + "ended_at": "2026-05-19T16:35:43.159904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8507323dfe683c4b", + "problem_id": "v2p_c12_9bd344279cc96f97", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=aratio, key_col=height.", + "bindings": { + "key_col": "height", + "measure_col": "aratio", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8507323dfe683c4b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8507323dfe683c4b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..306ceecbfe73d27be7b200ad14f14c8e7a0c625d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:02.324572+00:00", + "ended_at": "2026-05-19T16:30:12.886211+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8533837305221961", + "problem_id": "v2p_c12_4876803ae509bab1", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.website.ora.com.", + "bindings": { + "group_col": "url.website.ora.com", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71f4c4ac8667c3d732b8a23b225f227e915cc4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8533837305221961/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:07.282324+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4844.41, "started_at": "2026-05-19T16:30:02.434808+00:00", "ended_at": "2026-05-19T16:30:07.279272+00:00", "prompt_metrics": {"chars": 687558, "bytes_utf8": 687558, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-aa57-7121-bff4-0770ae9007fd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:12.886088+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4586.11, "started_at": "2026-05-19T16:30:08.296837+00:00", "ended_at": "2026-05-19T16:30:12.883073+00:00", "prompt_metrics": {"chars": 687558, "bytes_utf8": 687558, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-c10e-72a0-82ac-817b4b5c49ea\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23322220858c94493f9570c549547196f47dbe40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:21.890291+00:00", + "ended_at": "2026-05-19T16:27:32.188845+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_86799902cf6a9a71", + "problem_id": "v2p_c12_289fdafc471d2caf", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.pointe.1154, condition_col=url.pointe.1154.", + "bindings": { + "group_col": "url.pointe.1154", + "condition_col": "url.pointe.1154", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31a1de351f898103093e843ab6b5ded6d16d7c85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86799902cf6a9a71/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:26.587923+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4592.84, "started_at": "2026-05-19T16:27:21.991830+00:00", "ended_at": "2026-05-19T16:27:26.584723+00:00", "prompt_metrics": {"chars": 687833, "bytes_utf8": 687833, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-378f-7403-8206-8000aaf58b13\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:32.188709+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4583.64, "started_at": "2026-05-19T16:27:27.601741+00:00", "ended_at": "2026-05-19T16:27:32.185443+00:00", "prompt_metrics": {"chars": 687833, "bytes_utf8": 687833, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-4d70-7ae2-91ec-33cc87dad181\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dde92bf66be70a7b1f4b6a263cc83c6e691e00c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:45.966188+00:00", + "ended_at": "2026-05-19T16:32:56.817498+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_86c2b1d246d93b65", + "problem_id": "v2p_c12_43a1662019c0f4a7", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=url.www.ran.org, measure_col=height.", + "bindings": { + "group_col": "url.www.ran.org", + "measure_col": "height", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9d4441450482b3154b83f46ef2e72f55f2fd229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_86c2b1d246d93b65/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:50.822119+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4746.73, "started_at": "2026-05-19T16:32:46.072532+00:00", "ended_at": "2026-05-19T16:32:50.819307+00:00", "prompt_metrics": {"chars": 687642, "bytes_utf8": 687642, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-2966-72e1-a664-a8528f812dd4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:56.817370+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4964.45, "started_at": "2026-05-19T16:32:51.849864+00:00", "ended_at": "2026-05-19T16:32:56.814393+00:00", "prompt_metrics": {"chars": 687642, "bytes_utf8": 687642, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-4026-7e90-b12e-bb2c71bd00c1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5309cce69508029716f283d71ea049fbf289d2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:29:41.325317+00:00", + "ended_at": "2026-05-19T16:29:52.310557+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8726ccbf0fefc713", + "problem_id": "v2p_c12_7a0dbed10f3231f8", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=url.send.b.", + "bindings": { + "group_col": "url.send.b", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bb3113580cc99f84e9e22789ff0c97fb1f2117e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8726ccbf0fefc713/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:46.408965+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4968.66, "started_at": "2026-05-19T16:29:41.436234+00:00", "ended_at": "2026-05-19T16:29:46.404948+00:00", "prompt_metrics": {"chars": 687539, "bytes_utf8": 687539, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-5838-76a0-99e3-83e5c76d0482\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:52.310434+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4869.01, "started_at": "2026-05-19T16:29:47.437918+00:00", "ended_at": "2026-05-19T16:29:52.307053+00:00", "prompt_metrics": {"chars": 687539, "bytes_utf8": 687539, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-6fba-7892-8797-50a4785698e5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6bac62efa91e07d1da7f71ab060f7226bbaeae66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:22.821274+00:00", + "ended_at": "2026-05-19T16:32:33.371325+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8a381b7ae4b6342a", + "problem_id": "v2p_c12_7a6938df91da3b89", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=url.geoguideii.email.", + "bindings": { + "group_col": "url.geoguideii.email", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6ed7cb9309a01c2a2cd8df4942a28ad58bc62de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8a381b7ae4b6342a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:27.826474+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4887.35, "started_at": "2026-05-19T16:32:22.935588+00:00", "ended_at": "2026-05-19T16:32:27.822985+00:00", "prompt_metrics": {"chars": 687562, "bytes_utf8": 687562, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-cf05-7bf3-aa21-3cffcb36579f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:33.371106+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4521.07, "started_at": "2026-05-19T16:32:28.844852+00:00", "ended_at": "2026-05-19T16:32:33.366093+00:00", "prompt_metrics": {"chars": 687562, "bytes_utf8": 687562, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-e62f-70d1-99a1-59256d91b0b5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3a244f3d487fbfbd3dd82d16d996657b800de0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.www.slake.com, measure_col=height. +Result preview: [{"url.www.slake.com": "\"0\"", "total_measure": 151912.0}, {"url.www.slake.com": "\"1\"", "total_measure": 204.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03c332554cd137653a2c558a35e79bca07847bdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_8ca46914c8248add +-- problem_id: v2p_c12_46e7ec5ec3d0c064 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.www.slake.com", SUM(CAST("height" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.www.slake.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d151f1aa5611c8fe8f217327c4c42a110366b37b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.www.slake.com\", SUM(CAST(\"height\" AS REAL)) AS \"total_measure\"\nFROM \"c12\"\nGROUP BY \"url.www.slake.com\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.www.slake.com\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.www.slake.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"url.www.slake.com\", \"total_measure\"], \"rows\": [{\"url.www.slake.com\": \"\\\"0\\\"\", \"total_measure\": 151912.0}, {\"url.www.slake.com\": \"\\\"1\\\"\", \"total_measure\": 204.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a33ca1699957d6a7495591a0b564228f887401d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:03:18.738544+00:00", + "ended_at": "2026-05-19T16:03:33.739984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8ca46914c8248add", + "problem_id": "v2p_c12_46e7ec5ec3d0c064", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.www.slake.com, measure_col=height.", + "bindings": { + "group_col": "url.www.slake.com", + "measure_col": "height", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8ca46914c8248add.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_8ca46914c8248add", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 217472, + "output_tokens": 629, + "total_tokens": 219216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14880.35, + "sql_execution_elapsed_ms_total": 9.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..020880544790c791a8746a2f96aa2e2cdfe970db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:33.728873+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14880.35, "started_at": "2026-05-19T16:03:18.845921+00:00", "ended_at": "2026-05-19T16:03:33.726328+00:00", "prompt_metrics": {"chars": 687559, "bytes_utf8": 687559, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218587, "cached_input_tokens": 217472, "output_tokens": 629, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.www.slake.com\\\", SUM(CAST(\\\"height\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.www.slake.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with group_col=\\\"url.www.slake.com\\\" and measure_col=\\\"height\\\". CAST to REAL was added because \\\"height\\\" is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e730c2553e4f0b895e584af2092df832e8b3ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_8ca46914c8248add", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 217472, + "output_tokens": 629, + "total_tokens": 219216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14880.35, + "sql_execution_elapsed_ms_total": 9.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8ca46914c8248add/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3a3cacee5eeea57fc010758cc87c5535b341de7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3263, "support_share": 0.9951204635559622, "cumulative_support": 3263}, {"value_label": "\"1\"", "support": 16, "support_share": 0.004879536444037816, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..639ebd6fb52e807c111e06c0d544f4cff7ceea3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_8f359ac6cc2c4fe8 +-- problem_id: v2p_c12_fb7255799e1afc7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "alt.top" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "alt.top" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eedf9dff50c5f7104a3c01e877913329cec9f952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_8f359ac6cc2c4fe8\n-- problem_id: v2p_c12_fb7255799e1afc7a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"alt.top\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"alt.top\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_8f359ac6cc2c4fe8\\n-- problem_id: v2p_c12_fb7255799e1afc7a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"alt.top\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"alt.top\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3263, \"support_share\": 0.9951204635559622, \"cumulative_support\": 3263}, {\"value_label\": \"\\\"1\\\"\", \"support\": 16, \"support_share\": 0.004879536444037816, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a78d1eb2b4e39907ca9b5861360591bdf1300aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.960453+00:00", + "ended_at": "2026-05-19T16:35:42.978192+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_8f359ac6cc2c4fe8", + "problem_id": "v2p_c12_fb7255799e1afc7a", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=alt.top.", + "bindings": { + "group_col": "alt.top" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8f359ac6cc2c4fe8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_8f359ac6cc2c4fe8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..031a00e9e1e9139736d1cff95d4ecbb164b17bc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3248, "support_share": 0.9905458981396768, "support_rank": 1}, {"value_label": "\"1\"", "support": 31, "support_share": 0.009454101860323269, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fa9bf22c6200e31c6b6ac51a1191b093ca9f5ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_90229fc909ebcdb1 +-- problem_id: v2p_c12_235889312ae4088b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.www.bossintl.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.www.bossintl.com" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c604b4a60dd76c7211610f486e3309deb9735082 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_90229fc909ebcdb1\n-- problem_id: v2p_c12_235889312ae4088b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.www.bossintl.com\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.www.bossintl.com\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_90229fc909ebcdb1\\n-- problem_id: v2p_c12_235889312ae4088b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.www.bossintl.com\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.www.bossintl.com\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3248, \"support_share\": 0.9905458981396768, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 31, \"support_share\": 0.009454101860323269, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8475a0e05b80ab132976d871fa40e275e9ee529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.045974+00:00", + "ended_at": "2026-05-19T16:35:43.060225+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_90229fc909ebcdb1", + "problem_id": "v2p_c12_235889312ae4088b", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=origurl.www.bossintl.com.", + "bindings": { + "group_col": "origurl.www.bossintl.com" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_90229fc909ebcdb1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_90229fc909ebcdb1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb682585a8934fdd89ef6cf85ac683139420407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3267, "support_share": 0.9963403476669717, "support_rank": 1}, {"value_label": "\"1\"", "support": 12, "support_share": 0.0036596523330283625, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff6da4b795199fb1c3e19d59fe180745b02061d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_92528e06cb850095 +-- problem_id: v2p_c12_991c7f26a8f9c1f3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.www.icgnet.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.www.icgnet.com" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5a56724ae35caeea67edf7e15bac38c3aef68c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_92528e06cb850095\n-- problem_id: v2p_c12_991c7f26a8f9c1f3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.www.icgnet.com\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.www.icgnet.com\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_92528e06cb850095\\n-- problem_id: v2p_c12_991c7f26a8f9c1f3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.www.icgnet.com\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.www.icgnet.com\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3267, \"support_share\": 0.9963403476669717, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 12, \"support_share\": 0.0036596523330283625, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..685c023af2ceb6b24d4a41cb5ce956dc82a04bdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.985986+00:00", + "ended_at": "2026-05-19T16:35:42.993291+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_92528e06cb850095", + "problem_id": "v2p_c12_991c7f26a8f9c1f3", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=url.www.icgnet.com.", + "bindings": { + "group_col": "url.www.icgnet.com" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_92528e06cb850095.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_92528e06cb850095/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e11dd7e9fccbce05db7f854c94e33ed343289c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:23:09.599416+00:00", + "ended_at": "2026-05-19T16:23:20.074563+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_95dfb306d4de9402", + "problem_id": "v2p_c12_eb8043013e6ee261", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.home.netscape.com, measure_col=width.", + "bindings": { + "group_col": "url.home.netscape.com", + "measure_col": "width", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ddadda41359af28fff9fa5e45e52167e6d275d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_95dfb306d4de9402/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:14.131671+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4420.62, "started_at": "2026-05-19T16:23:09.707784+00:00", "ended_at": "2026-05-19T16:23:14.128448+00:00", "prompt_metrics": {"chars": 687746, "bytes_utf8": 687746, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-5e0b-7e10-a5e5-f8d874e1e76f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:20.074430+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4920.71, "started_at": "2026-05-19T16:23:15.150235+00:00", "ended_at": "2026-05-19T16:23:20.071051+00:00", "prompt_metrics": {"chars": 687746, "bytes_utf8": 687746, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-7347-76b0-a932-05bdc97e1baa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffcd5178fe87e385bbec9f6bfc274b5534b874d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:21:13.407532+00:00", + "ended_at": "2026-05-19T16:21:23.161497+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_96be7e812aa12614", + "problem_id": "v2p_c12_575ac33f2a83c1ae", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.FlowSoft.com, measure_col=height.", + "bindings": { + "group_col": "url.FlowSoft.com", + "measure_col": "height", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f91030fdc24295d69e0b29d5139c5dc56077a311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96be7e812aa12614/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:17.778294+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4270.93, "started_at": "2026-05-19T16:21:13.504891+00:00", "ended_at": "2026-05-19T16:21:17.775851+00:00", "prompt_metrics": {"chars": 687737, "bytes_utf8": 687737, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-97a6-7be2-bf82-b53853b4084f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:23.161407+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4369.38, "started_at": "2026-05-19T16:21:18.789691+00:00", "ended_at": "2026-05-19T16:21:23.159102+00:00", "prompt_metrics": {"chars": 687737, "bytes_utf8": 687737, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-ac44-7452-a6f9-ed5ce21454d8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37572fd352e3413f83249c2056a6770f6d34fc21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:26:18.434555+00:00", + "ended_at": "2026-05-19T16:26:28.825282+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_96d4882eb9c01a84", + "problem_id": "v2p_c12_771655579e9e2e84", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=url.ng.spacedesc, condition_col=url.ng.spacedesc.", + "bindings": { + "group_col": "url.ng.spacedesc", + "condition_col": "url.ng.spacedesc", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..143abba1cdae69892d5c7d7453044d8b496d3835 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_96d4882eb9c01a84/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:23.082306+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4542.2, "started_at": "2026-05-19T16:26:18.536555+00:00", "ended_at": "2026-05-19T16:26:23.078815+00:00", "prompt_metrics": {"chars": 687833, "bytes_utf8": 687833, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-3fa8-7783-a9c7-fb9b4d249e54\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:28.825157+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4713.85, "started_at": "2026-05-19T16:26:24.107919+00:00", "ended_at": "2026-05-19T16:26:28.821843+00:00", "prompt_metrics": {"chars": 687833, "bytes_utf8": 687833, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-5564-7df0-82b0-81900836f375\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d0f864ecb3bcb62a8fe15be1662925b16ae61a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:34.695361+00:00", + "ended_at": "2026-05-19T16:12:46.101137+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_97696f737ac0876a", + "problem_id": "v2p_c12_1bec3e39ef6df5c0", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.pics, condition_col=url.pics.", + "bindings": { + "group_col": "url.pics", + "condition_col": "url.pics", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbbe0ebb311cd16ee994f51863bcc82b292190a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_97696f737ac0876a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:40.876144+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6077.6, "started_at": "2026-05-19T16:12:34.796035+00:00", "ended_at": "2026-05-19T16:12:40.873667+00:00", "prompt_metrics": {"chars": 688364, "bytes_utf8": 688364, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-ad74-7390-8cba-99224369a8a1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:46.101024+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4210.68, "started_at": "2026-05-19T16:12:41.887542+00:00", "ended_at": "2026-05-19T16:12:46.098258+00:00", "prompt_metrics": {"chars": 688364, "bytes_utf8": 688364, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-c920-71d1-8117-c4992d78c407\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..88b0a13f69d5b8f5c58dd8d819d42f857d9ffa24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:15:44.444477+00:00", + "ended_at": "2026-05-19T16:15:57.715897+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9a1689714c5150b8", + "problem_id": "v2p_c12_81753efb7db12914", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b168ca46af27793a067f45998f8d059b18032c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a1689714c5150b8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:49.492018+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4915.48, "started_at": "2026-05-19T16:15:44.574122+00:00", "ended_at": "2026-05-19T16:15:49.489640+00:00", "prompt_metrics": {"chars": 687713, "bytes_utf8": 687713, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-92c1-74d0-b8a7-5c036a40cce5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:57.715753+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7199.3, "started_at": "2026-05-19T16:15:50.513104+00:00", "ended_at": "2026-05-19T16:15:57.712443+00:00", "prompt_metrics": {"chars": 687713, "bytes_utf8": 687713, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-aa11-7dc2-a560-d41c516b2b1c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a8e1a2f90c0cb95ea0b27a8c2f17b841605f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:34.718311+00:00", + "ended_at": "2026-05-19T16:14:44.810674+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9a8a1f9932309551", + "problem_id": "v2p_c12_c473e42a13f13fe0", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.geoguideii.tour.", + "bindings": { + "group_col": "local", + "group_col_2": "url.geoguideii.tour", + "predicate_col": "url.www.haestad.com", + "predicate_op": "=", + "predicate_value": "\"1\"", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92f813b66ef808e0d7ca62787aaf61283712aa3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9a8a1f9932309551/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:39.360961+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4546.04, "started_at": "2026-05-19T16:14:34.811533+00:00", "ended_at": "2026-05-19T16:14:39.357606+00:00", "prompt_metrics": {"chars": 687885, "bytes_utf8": 687885, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-8259-72c3-be7b-e1f86a860fcd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:44.810580+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4420.91, "started_at": "2026-05-19T16:14:40.387276+00:00", "ended_at": "2026-05-19T16:14:44.808237+00:00", "prompt_metrics": {"chars": 687885, "bytes_utf8": 687885, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-97f5-7bb2-92a2-a0660f78734f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa4cb058948dc97e7d1a63d07c4a56a960c68e0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:20:47.927601+00:00", + "ended_at": "2026-05-19T16:20:57.556318+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9b86d6923afdd51c", + "problem_id": "v2p_c12_2f561bcbb0d9035f", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.kats, measure_col=aratio.", + "bindings": { + "group_col": "url.kats", + "measure_col": "aratio", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55eeb646006954bad68d9ad116858fb7bf138150 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9b86d6923afdd51c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:52.435451+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4411.05, "started_at": "2026-05-19T16:20:48.022012+00:00", "ended_at": "2026-05-19T16:20:52.433094+00:00", "prompt_metrics": {"chars": 688095, "bytes_utf8": 688095, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-343a-7e10-8e00-6ec1c6b5345e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:57.556229+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4094.67, "started_at": "2026-05-19T16:20:53.459124+00:00", "ended_at": "2026-05-19T16:20:57.553850+00:00", "prompt_metrics": {"chars": 688095, "bytes_utf8": 688095, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-496c-70d3-a0d9-687dff6f69b1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..071cb0231f85defcfa0f3ab92d1faaef041387f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:24:02.337719+00:00", + "ended_at": "2026-05-19T16:24:20.776137+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9de3f7482ab9b031", + "problem_id": "v2p_c12_354f706f36e4bfef", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.catringn.gif, measure_col=height.", + "bindings": { + "group_col": "url.catringn.gif", + "measure_col": "height", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54cca272a6e89983075ce1066d7e217776fb1455 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9de3f7482ab9b031/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:07.240932+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4771.41, "started_at": "2026-05-19T16:24:02.465695+00:00", "ended_at": "2026-05-19T16:24:07.237160+00:00", "prompt_metrics": {"chars": 687738, "bytes_utf8": 687738, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-2c31-76d3-8858-1f8e33877d04\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:20.776012+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 12518.15, "started_at": "2026-05-19T16:24:08.254743+00:00", "ended_at": "2026-05-19T16:24:20.772934+00:00", "prompt_metrics": {"chars": 687738, "bytes_utf8": 687738, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-42df-7740-8117-c269371817b5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5565dcaad6f3f73c1a4a22fba2deca7f0ec843ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:55.360693+00:00", + "ended_at": "2026-05-19T16:13:04.911017+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9ea963894a6de3f3", + "problem_id": "v2p_c12_45b4c9aaed25385e", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.pool.images, condition_col=url.pool.images.", + "bindings": { + "group_col": "url.pool.images", + "condition_col": "url.pool.images", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7505c193bc8d65eb3f1d3e792c87678ae6a82616 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9ea963894a6de3f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:00.172366+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4713.49, "started_at": "2026-05-19T16:12:55.456571+00:00", "ended_at": "2026-05-19T16:13:00.170096+00:00", "prompt_metrics": {"chars": 688391, "bytes_utf8": 688391, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-fe7e-7f82-813b-735e77a3e41f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:04.910913+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3710.12, "started_at": "2026-05-19T16:13:01.198514+00:00", "ended_at": "2026-05-19T16:13:04.908677+00:00", "prompt_metrics": {"chars": 688391, "bytes_utf8": 688391, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-14ad-7cc3-86e0-eb70f7cd9fb8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd07a298c585c4c68af26616208d75e85f9e24d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:34:58.252036+00:00", + "ended_at": "2026-05-19T16:35:10.213416+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9eb2a9238714cca8", + "problem_id": "v2p_c12_274689620abffe7a", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=url.tkaine.buttons, measure_col=height.", + "bindings": { + "group_col": "url.tkaine.buttons", + "measure_col": "height", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31d343e245dfbde993e90f4c24268b94a8afc00c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9eb2a9238714cca8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:35:04.128970+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5772.55, "started_at": "2026-05-19T16:34:58.353478+00:00", "ended_at": "2026-05-19T16:35:04.126089+00:00", "prompt_metrics": {"chars": 687648, "bytes_utf8": 687648, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-2e36-7792-9bf4-b51012bcfecb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:35:10.213306+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5053.63, "started_at": "2026-05-19T16:35:05.156721+00:00", "ended_at": "2026-05-19T16:35:10.210431+00:00", "prompt_metrics": {"chars": 687648, "bytes_utf8": 687648, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4117-48ca-7732-b5a2-5304f7c0c119\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b46ceb3467116b34f82f23983504dfdb5d85d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:35.762200+00:00", + "ended_at": "2026-05-19T16:25:46.181219+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_9f618668a7f44c72", + "problem_id": "v2p_c12_b1ebb34897368563", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=url.logos, condition_col=url.logos.", + "bindings": { + "group_col": "url.logos", + "condition_col": "url.logos", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3378da282139fa0577128a3bcd9bad3d9f0cd58f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_9f618668a7f44c72/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:40.468375+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4598.3, "started_at": "2026-05-19T16:25:35.867016+00:00", "ended_at": "2026-05-19T16:25:40.465378+00:00", "prompt_metrics": {"chars": 687806, "bytes_utf8": 687806, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-98fe-7191-9832-c0ae22004bc8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:46.181093+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4681.32, "started_at": "2026-05-19T16:25:41.496366+00:00", "ended_at": "2026-05-19T16:25:46.177760+00:00", "prompt_metrics": {"chars": 687806, "bytes_utf8": 687806, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-af04-7130-8663-bb1c57b85603\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af0b6d6a8bc68134fb2f02dc723c022a8211c74a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:54.977503+00:00", + "ended_at": "2026-05-19T16:28:05.944455+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_a087bf14f3381e08", + "problem_id": "v2p_c12_b9d26716e20fae9d", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.pixs.smiley, condition_col=url.pixs.smiley.", + "bindings": { + "group_col": "url.pixs.smiley", + "condition_col": "url.pixs.smiley", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efc484557587382410de87acc6d97d7925c616f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a087bf14f3381e08/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:59.871177+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4787.92, "started_at": "2026-05-19T16:27:55.078979+00:00", "ended_at": "2026-05-19T16:27:59.866967+00:00", "prompt_metrics": {"chars": 687835, "bytes_utf8": 687835, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-b8d7-7d23-9038-95f7ce19e5e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:05.944315+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5040.41, "started_at": "2026-05-19T16:28:00.900229+00:00", "ended_at": "2026-05-19T16:28:05.940713+00:00", "prompt_metrics": {"chars": 687835, "bytes_utf8": 687835, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-cf7d-72f1-87a1-03b331b0c0aa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e23fe5f45c6165187273b329a8194d0b0a74a3c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3265, "support_share": 0.9957304056114669, "cumulative_support": 3265}, {"value_label": "\"1\"", "support": 14, "support_share": 0.004269594388533089, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dc1727dd959aec3ff8827f74f2fc855ee0fe478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_a1c92382904eb838 +-- problem_id: v2p_c12_a16b54750d2385d7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.adcount.plx" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.adcount.plx" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f3a34090f0249f8e0ae93d705c44c2e227fcfdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_a1c92382904eb838\n-- problem_id: v2p_c12_a16b54750d2385d7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.adcount.plx\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.adcount.plx\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_a1c92382904eb838\\n-- problem_id: v2p_c12_a16b54750d2385d7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.adcount.plx\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.adcount.plx\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3265, \"support_share\": 0.9957304056114669, \"cumulative_support\": 3265}, {\"value_label\": \"\\\"1\\\"\", \"support\": 14, \"support_share\": 0.004269594388533089, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2fd028a4e980929bf8e3d6053812a4eb5ac40e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.926322+00:00", + "ended_at": "2026-05-19T16:35:42.942455+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_a1c92382904eb838", + "problem_id": "v2p_c12_a16b54750d2385d7", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=ancurl.adcount.plx.", + "bindings": { + "group_col": "ancurl.adcount.plx" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_a1c92382904eb838.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a1c92382904eb838/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a96417af857275a898c219f051ce20296509b1fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:17:50.660653+00:00", + "ended_at": "2026-05-19T16:18:02.367949+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_a57087e988020441", + "problem_id": "v2p_c12_cae82a99a1d898ae", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.library, measure_col=width.", + "bindings": { + "group_col": "url.library", + "measure_col": "width", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6200345db9cd43783849b54a441f208869a49ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a57087e988020441/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:56.974719+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6201.72, "started_at": "2026-05-19T16:17:50.768947+00:00", "ended_at": "2026-05-19T16:17:56.970727+00:00", "prompt_metrics": {"chars": 688102, "bytes_utf8": 688102, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-800f-7e43-b1eb-4ca58fa68ca5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:02.367814+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4367.67, "started_at": "2026-05-19T16:17:57.996689+00:00", "ended_at": "2026-05-19T16:18:02.364419+00:00", "prompt_metrics": {"chars": 688102, "bytes_utf8": 688102, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-9c51-7ef1-9f96-a47a3cc986f4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47d4638210ad7b74e4b77b987d50db27593b6da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:26.725251+00:00", + "ended_at": "2026-05-19T16:10:37.358495+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_a743c53b094b9c7f", + "problem_id": "v2p_c12_f00e45af59f4821c", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.blue, measure_col=height.", + "bindings": { + "group_col": "url.blue", + "measure_col": "height", + "item_col": "width", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edf4d9c36e2035b5a88910aebcb709f4538b8468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a743c53b094b9c7f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:32.485151+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5647.83, "started_at": "2026-05-19T16:10:26.834858+00:00", "ended_at": "2026-05-19T16:10:32.482722+00:00", "prompt_metrics": {"chars": 687952, "bytes_utf8": 687952, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-b9b5-7963-8139-a31e6dd656a6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:37.358402+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3859.17, "started_at": "2026-05-19T16:10:33.496948+00:00", "ended_at": "2026-05-19T16:10:37.356153+00:00", "prompt_metrics": {"chars": 687952, "bytes_utf8": 687952, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-d39e-7ca1-8436-4a3be4cefea2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9447c5d68117f6f97c25d34b0f674e04f1cbe431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:16:23.895164+00:00", + "ended_at": "2026-05-19T16:16:35.262372+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_a8e822d4f5386fc1", + "problem_id": "v2p_c12_651d1f4f7f73997f", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=height.", + "bindings": { + "measure_col": "height", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e61bfce6e809ae3ce2dcdf619ebe903fd86bbeac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_a8e822d4f5386fc1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:29.931056+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5928.69, "started_at": "2026-05-19T16:16:23.998417+00:00", "ended_at": "2026-05-19T16:16:29.927170+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-2d50-7690-9dd8-122746ba959b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:35.262256+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4315.06, "started_at": "2026-05-19T16:16:30.944121+00:00", "ended_at": "2026-05-19T16:16:35.259251+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-4845-7481-8026-069683c6c20d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06079b98eca94d94da2eb9c1221d98c4c728deb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:24:41.947300+00:00", + "ended_at": "2026-05-19T16:24:52.730569+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_ab1f669c353c554e", + "problem_id": "v2p_c12_409572730a4b0a62", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.doubleclick.net, measure_col=aratio.", + "bindings": { + "group_col": "url.doubleclick.net", + "measure_col": "aratio", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7452cba8c24cb49351a59f8d2c38ec1ce334748 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ab1f669c353c554e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:46.889786+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4834.74, "started_at": "2026-05-19T16:24:42.052173+00:00", "ended_at": "2026-05-19T16:24:46.886965+00:00", "prompt_metrics": {"chars": 687742, "bytes_utf8": 687742, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-c6d7-77c2-86be-19f3a43df024\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:52.730459+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4809.24, "started_at": "2026-05-19T16:24:47.918269+00:00", "ended_at": "2026-05-19T16:24:52.727582+00:00", "prompt_metrics": {"chars": 687742, "bytes_utf8": 687742, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-ddda-7931-822b-4f0d015075c8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f145de787b66612de3b12b133716c76ceaa867d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:15:34.234167+00:00", + "ended_at": "2026-05-19T16:15:44.443615+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_adbca97b03099d55", + "problem_id": "v2p_c12_219771b818797951", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.keith.dumble.", + "bindings": { + "group_col": "local", + "group_col_2": "url.keith.dumble", + "predicate_col": "url.heartland.pointe", + "predicate_op": "=", + "predicate_value": "\"0\"", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=56" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea3dd37f976fd5a07ecc54ee18f2a087f0a9ef01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_adbca97b03099d55/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:39.046193+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4713.2, "started_at": "2026-05-19T16:15:34.330684+00:00", "ended_at": "2026-05-19T16:15:39.043917+00:00", "prompt_metrics": {"chars": 687880, "bytes_utf8": 687880, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-6ac8-72b3-8616-8d6d458a4787\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:44.443497+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4366.75, "started_at": "2026-05-19T16:15:40.073979+00:00", "ended_at": "2026-05-19T16:15:44.440794+00:00", "prompt_metrics": {"chars": 687880, "bytes_utf8": 687880, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-8127-7b61-beee-3e50dd1bf12e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9743c06c65b31d199246bd2fd7d71157d1ae087e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:29:09.986414+00:00", + "ended_at": "2026-05-19T16:29:20.352233+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b00fcd5c5591e930", + "problem_id": "v2p_c12_b6485ea9238f747b", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=aratio.", + "bindings": { + "measure_col": "aratio", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c35ac168f3232ae7468adad5b1721c21dae8990d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b00fcd5c5591e930/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:14.430334+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4335.09, "started_at": "2026-05-19T16:29:10.092274+00:00", "ended_at": "2026-05-19T16:29:14.427409+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-ddd8-7580-b2c7-bc13204b2c0d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:20.352116+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4892.99, "started_at": "2026-05-19T16:29:15.456219+00:00", "ended_at": "2026-05-19T16:29:20.349278+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-f2f0-75e0-9b01-56402a739126\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7287135403914cde6436926689d91a5740a4a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:20:12.981269+00:00", + "ended_at": "2026-05-19T16:20:31.028045+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b1daf97d4d26647e", + "problem_id": "v2p_c12_782b04fbe4c7dbf4", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.pitcairn.smallb, measure_col=width.", + "bindings": { + "group_col": "url.pitcairn.smallb", + "measure_col": "width", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01df51e99fdd1b3173b25b4d2b17503039790283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b1daf97d4d26647e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:25.647484+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 12555.28, "started_at": "2026-05-19T16:20:13.089187+00:00", "ended_at": "2026-05-19T16:20:25.644501+00:00", "prompt_metrics": {"chars": 688118, "bytes_utf8": 688118, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-aba9-7271-b625-0de038e4aae1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:31.027833+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4357.11, "started_at": "2026-05-19T16:20:26.665618+00:00", "ended_at": "2026-05-19T16:20:31.022779+00:00", "prompt_metrics": {"chars": 688118, "bytes_utf8": 688118, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-e0c3-7e50-a218-817b9f5386dd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90bdc4d6d6b12ad1482fd8ed291b9994a8f5740d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:43.957799+00:00", + "ended_at": "2026-05-19T16:27:54.976399+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b23105500bc922b2", + "problem_id": "v2p_c12_e33309949ebe98e0", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=url.banners, condition_col=url.banners.", + "bindings": { + "group_col": "url.banners", + "condition_col": "url.banners", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2219376f9473d702c96ef88df0d1ee10136a2df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b23105500bc922b2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:48.882410+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4812.82, "started_at": "2026-05-19T16:27:44.066429+00:00", "ended_at": "2026-05-19T16:27:48.879301+00:00", "prompt_metrics": {"chars": 687814, "bytes_utf8": 687814, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-8db1-7f71-92be-cd4d75472aad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:54.976253+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5076.28, "started_at": "2026-05-19T16:27:49.896098+00:00", "ended_at": "2026-05-19T16:27:54.972424+00:00", "prompt_metrics": {"chars": 687814, "bytes_utf8": 687814, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-a486-7a43-b63f-e430a81dd975\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..707f61a3f5a5d466899e9a7b455f42cc24ee59da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:15:18.184537+00:00", + "ended_at": "2026-05-19T16:15:34.233354+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b2e53a77b1f140a2", + "problem_id": "v2p_c12_cf70df5a5c5f111c", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.ads.switchboard.com.", + "bindings": { + "group_col": "local", + "group_col_2": "url.ads.switchboard.com", + "predicate_col": "url.geoguideii.tour", + "predicate_op": "=", + "predicate_value": "\"1\"", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa76d2a6abc4623f1fcafa6dbd0cb4faa9d70c07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b2e53a77b1f140a2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:26.637788+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8290.23, "started_at": "2026-05-19T16:15:18.344553+00:00", "ended_at": "2026-05-19T16:15:26.634829+00:00", "prompt_metrics": {"chars": 687894, "bytes_utf8": 687894, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-2c58-7f00-8e19-2c044a694ae9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:34.233258+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6581.84, "started_at": "2026-05-19T16:15:27.648917+00:00", "ended_at": "2026-05-19T16:15:34.230788+00:00", "prompt_metrics": {"chars": 687894, "bytes_utf8": 687894, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-509d-7910-a4bc-8b38fb32db29\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a5f13c33b8d3f88a33afb98078a29c225b0cb08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"width": "0", "support": 901, "avg_response": 0.8346281908990011}, {"width": "468", "support": 186, "avg_response": 59.80107526881721}, {"width": "100", "support": 94, "avg_response": 55.01063829787234}, {"width": "88", "support": 90, "avg_response": 38.86666666666667}, {"width": "120", "support": 70, "avg_response": 74.54285714285714}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ba52a4b46efcd937fe93c5313379f733b4f3ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_b3a51644795f642d +-- problem_id: v2p_c12_9196bf26a2d73268 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "width", + COUNT(*) AS support, + AVG("height") AS avg_response +FROM "c12" +GROUP BY "width" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da45c2c8b8e4633c8f7e12d11174bccb8cdc57b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_b3a51644795f642d\n-- problem_id: v2p_c12_9196bf26a2d73268\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"width\",\n COUNT(*) AS support,\n AVG(\"height\") AS avg_response\nFROM \"c12\"\nGROUP BY \"width\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_b3a51644795f642d\\n-- problem_id: v2p_c12_9196bf26a2d73268\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"width\\\",\\n COUNT(*) AS support,\\n AVG(\\\"height\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"width\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"width\", \"support\", \"avg_response\"], \"rows\": [{\"width\": \"0\", \"support\": 901, \"avg_response\": 0.8346281908990011}, {\"width\": \"468\", \"support\": 186, \"avg_response\": 59.80107526881721}, {\"width\": \"100\", \"support\": 94, \"avg_response\": 55.01063829787234}, {\"width\": \"88\", \"support\": 90, \"avg_response\": 38.86666666666667}, {\"width\": \"120\", \"support\": 70, \"avg_response\": 74.54285714285714}, {\"width\": \"140\", \"support\": 60, \"avg_response\": 81.08333333333333}, {\"width\": \"16\", \"support\": 60, \"avg_response\": 16.0}, {\"width\": \"200\", \"support\": 59, \"avg_response\": 108.76271186440678}, {\"width\": \"150\", \"support\": 57, \"avg_response\": 88.2280701754386}, {\"width\": \"101\", \"support\": 44, \"avg_response\": 22.022727272727273}, {\"width\": \"96\", \"support\": 43, \"avg_response\": 28.069767441860463}, {\"width\": \"110\", \"support\": 41, \"avg_response\": 77.41463414634147}, {\"width\": \"125\", \"support\": 40, \"avg_response\": 113.7}, {\"width\": \"90\", \"support\": 37, \"avg_response\": 71.64864864864865}, {\"width\": \"80\", \"support\": 36, \"avg_response\": 43.97222222222222}, {\"width\": \"89\", \"support\": 35, \"avg_response\": 31.457142857142856}, {\"width\": \"30\", \"support\": 32, \"avg_response\": 24.40625}, {\"width\": \"130\", \"support\": 31, \"avg_response\": 40.25806451612903}, {\"width\": \"94\", \"support\": 29, \"avg_response\": 37.758620689655174}, {\"width\": \"64\", \"support\": 27, \"avg_response\": 27.25925925925926}, {\"width\": \"40\", \"support\": 26, \"avg_response\": 40.42307692307692}, {\"width\": \"180\", \"support\": 24, \"avg_response\": 125.54166666666667}, {\"width\": \"75\", \"support\": 23, \"avg_response\": 48.0}, {\"width\": \"102\", \"support\": 23, \"avg_response\": 23.217391304347824}, {\"width\": \"95\", \"support\": 22, \"avg_response\": 67.77272727272727}, {\"width\": \"50\", \"support\": 22, \"avg_response\": 58.54545454545455}, {\"width\": \"600\", \"support\": 22, \"avg_response\": 17.363636363636363}, {\"width\": \"57\", \"support\": 22, \"avg_response\": 15.818181818181818}, {\"width\": \"234\", \"support\": 21, \"avg_response\": 58.42857142857143}, {\"width\": \"24\", \"support\": 21, \"avg_response\": 22.285714285714285}, {\"width\": \"400\", \"support\": 20, \"avg_response\": 43.55}, {\"width\": \"26\", \"support\": 19, \"avg_response\": 23.0}, {\"width\": \"60\", \"support\": 18, \"avg_response\": 66.94444444444444}, {\"width\": \"43\", \"support\": 17, \"avg_response\": 64.70588235294117}, {\"width\": \"230\", \"support\": 17, \"avg_response\": 36.11764705882353}, {\"width\": \"126\", \"support\": 16, \"avg_response\": 69.3125}, {\"width\": \"144\", \"support\": 16, \"avg_response\": 67.125}, {\"width\": \"105\", \"support\": 16, \"avg_response\": 44.1875}, {\"width\": \"108\", \"support\": 15, \"avg_response\": 95.33333333333333}, {\"width\": \"104\", \"support\": 15, \"avg_response\": 50.666666666666664}, {\"width\": \"15\", \"support\": 15, \"avg_response\": 33.53333333333333}, {\"width\": \"86\", \"support\": 15, \"avg_response\": 23.8}, {\"width\": \"184\", \"support\": 14, \"avg_response\": 132.0}, {\"width\": \"250\", \"support\": 14, \"avg_response\": 112.92857142857143}, {\"width\": \"179\", \"support\": 14, \"avg_response\": 109.42857142857143}, {\"width\": \"161\", \"support\": 14, \"avg_response\": 61.785714285714285}, {\"width\": \"11\", \"support\": 14, \"avg_response\": 11.0}, {\"width\": \"70\", \"support\": 13, \"avg_response\": 39.76923076923077}, {\"width\": \"46\", \"support\": 13, \"avg_response\": 37.07692307692308}, {\"width\": \"182\", \"support\": 12, \"avg_response\": 149.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b1fec9e3f5c6c5e126fce68cc77cfc8a9315b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.160369+00:00", + "ended_at": "2026-05-19T16:35:43.167834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b3a51644795f642d", + "problem_id": "v2p_c12_9196bf26a2d73268", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=height, key_col=width.", + "bindings": { + "key_col": "width", + "measure_col": "height", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_b3a51644795f642d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b3a51644795f642d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45b4744765ed2f5373894accb1695799ea88c36e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:25.407350+00:00", + "ended_at": "2026-05-19T16:12:34.694549+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b55cd853db44e140", + "problem_id": "v2p_c12_d4a941b96535292b", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.shareware.com, measure_col=height.", + "bindings": { + "group_col": "url.shareware.com", + "measure_col": "height", + "item_col": "width", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..903865eb998a6fce50bf88649db1c2435d182f1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b55cd853db44e140/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:29.834197+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4325.42, "started_at": "2026-05-19T16:12:25.506369+00:00", "ended_at": "2026-05-19T16:12:29.831818+00:00", "prompt_metrics": {"chars": 687970, "bytes_utf8": 687970, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-8915-7211-9fa3-74145dcb3bbb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:34.694451+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3846.26, "started_at": "2026-05-19T16:12:30.845738+00:00", "ended_at": "2026-05-19T16:12:34.692035+00:00", "prompt_metrics": {"chars": 687970, "bytes_utf8": 687970, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-9dff-7331-900d-f571d0f9622b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ceac2366ca424603ac9adbe7f4593d1f65979af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:00.121086+00:00", + "ended_at": "2026-05-19T16:27:12.112818+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b6a1344f19ed26b2", + "problem_id": "v2p_c12_6b577919780f0c8d", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=url.site, condition_col=url.site.", + "bindings": { + "group_col": "url.site", + "condition_col": "url.site", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c98a54f250a2ae3f8a3935445072c2c0bc5147ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b6a1344f19ed26b2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:05.118232+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4889.51, "started_at": "2026-05-19T16:27:00.224688+00:00", "ended_at": "2026-05-19T16:27:05.114248+00:00", "prompt_metrics": {"chars": 687800, "bytes_utf8": 687800, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-e28d-77a1-aada-754e2f536d8c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:12.112615+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5974.72, "started_at": "2026-05-19T16:27:06.132417+00:00", "ended_at": "2026-05-19T16:27:12.107191+00:00", "prompt_metrics": {"chars": 687800, "bytes_utf8": 687800, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-f981-7d22-a76d-504aba6d7f46\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b79817398348e115/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b79817398348e115/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..487df0e1bf1cdb8742042df5b841a7a21f3657ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b79817398348e115/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:26:49.584841+00:00", + "ended_at": "2026-05-19T16:27:00.120101+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b79817398348e115", + "problem_id": "v2p_c12_1d7e9098f05b358e", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=url.site, condition_col=url.site.", + "bindings": { + "group_col": "url.site", + "condition_col": "url.site", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28a31ecd97849764c9b8fc37f59cb14bc338cabe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:21:39.757546+00:00", + "ended_at": "2026-05-19T16:21:49.746966+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_b8ce337016625afe", + "problem_id": "v2p_c12_40cbc9c4c476e110", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.geoguideii.nh, measure_col=width.", + "bindings": { + "group_col": "url.geoguideii.nh", + "measure_col": "width", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..364ab10df11d26e578bc9791d16f8adab499cf6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_b8ce337016625afe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:44.419959+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4560.72, "started_at": "2026-05-19T16:21:39.857061+00:00", "ended_at": "2026-05-19T16:21:44.417810+00:00", "prompt_metrics": {"chars": 687736, "bytes_utf8": 687736, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-fe95-7011-88ac-cb840a8a1e65\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:49.746874+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4298.06, "started_at": "2026-05-19T16:21:45.446540+00:00", "ended_at": "2026-05-19T16:21:49.744652+00:00", "prompt_metrics": {"chars": 687736, "bytes_utf8": 687736, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-1475-7af2-bd19-a51f31388a5c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09f98e9d73b9fa27b9ade3e9278ec2dfdf7bd205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:33:32.791717+00:00", + "ended_at": "2026-05-19T16:33:44.724119+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_ba53f96a3426045e", + "problem_id": "v2p_c12_36233f46bd3c335e", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=url.members.keith, measure_col=aratio.", + "bindings": { + "group_col": "url.members.keith", + "measure_col": "aratio", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bb6a8133527688effd642471c0b6996493628dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ba53f96a3426045e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:33:38.496948+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5591.21, "started_at": "2026-05-19T16:33:32.900398+00:00", "ended_at": "2026-05-19T16:33:38.491662+00:00", "prompt_metrics": {"chars": 687649, "bytes_utf8": 687649, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-e066-7a31-8965-99020c89210f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:33:44.723969+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5209.42, "started_at": "2026-05-19T16:33:39.511650+00:00", "ended_at": "2026-05-19T16:33:44.721126+00:00", "prompt_metrics": {"chars": 687649, "bytes_utf8": 687649, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4115-fa3a-7a11-b0f3-2a751e6f4816\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67075e74a71830026c38ac4809f490b140cd6e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:13:32.811757+00:00", + "ended_at": "2026-05-19T16:13:45.071888+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bb8342a11e62db2f", + "problem_id": "v2p_c12_0299180662597c36", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.smallb.gif, condition_col=url.smallb.gif.", + "bindings": { + "group_col": "url.smallb.gif", + "condition_col": "url.smallb.gif", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..601bde7946a3932c12278ab013933cea357eaf4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bb8342a11e62db2f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:37.725885+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4817.27, "started_at": "2026-05-19T16:13:32.906289+00:00", "ended_at": "2026-05-19T16:13:37.723593+00:00", "prompt_metrics": {"chars": 688388, "bytes_utf8": 688388, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-9077-77a3-8764-ff04a6410cad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:45.071797+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6332.15, "started_at": "2026-05-19T16:13:38.737346+00:00", "ended_at": "2026-05-19T16:13:45.069528+00:00", "prompt_metrics": {"chars": 688388, "bytes_utf8": 688388, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-a73c-7a91-882c-e538ccf0d7b8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..902a84d74619adc1a50b303d2fbdfa69dc23d334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:09:49.188608+00:00", + "ended_at": "2026-05-19T16:09:58.258811+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bd84058a6122bebc", + "problem_id": "v2p_c12_8e4a5a5a4368b9a5", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.heartland.5309, measure_col=width.", + "bindings": { + "group_col": "url.heartland.5309", + "measure_col": "width", + "item_col": "aratio", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9630fc7e0e5f0b3f63ab8f70808840c9cefc1c2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bd84058a6122bebc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:53.386420+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4093.17, "started_at": "2026-05-19T16:09:49.290744+00:00", "ended_at": "2026-05-19T16:09:53.383940+00:00", "prompt_metrics": {"chars": 687972, "bytes_utf8": 687972, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-26e3-7e61-9f40-eae90c929296\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:58.258718+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3857.09, "started_at": "2026-05-19T16:09:54.399325+00:00", "ended_at": "2026-05-19T16:09:58.256486+00:00", "prompt_metrics": {"chars": 687972, "bytes_utf8": 687972, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-3adc-7d43-8028-f43fd61a6d39\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b8a35c5eaa58cc34b7b5cd40590add140f2a73b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:07:24.304087+00:00", + "ended_at": "2026-05-19T16:07:34.516438+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bdb26a7550017084", + "problem_id": "v2p_c12_f1ce69e536bd5d78", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.images.oso.", + "bindings": { + "group_col": "url.images.oso", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..582dde76a615bf64c26eb3be0a32f7fa11361118 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdb26a7550017084/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:29.372047+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4972.7, "started_at": "2026-05-19T16:07:24.396771+00:00", "ended_at": "2026-05-19T16:07:29.369505+00:00", "prompt_metrics": {"chars": 687468, "bytes_utf8": 687468, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-f0ef-7111-8cab-270ff966cf65\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:34.516333+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4123.59, "started_at": "2026-05-19T16:07:30.389965+00:00", "ended_at": "2026-05-19T16:07:34.513594+00:00", "prompt_metrics": {"chars": 687468, "bytes_utf8": 687468, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-0851-72b0-ae92-24cf32474af4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8cef1643522851777d4292915b78edca2db6255 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:33.810656+00:00", + "ended_at": "2026-05-19T16:18:48.926832+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bdf142e37aca84ef", + "problem_id": "v2p_c12_0025f3ad8f1af5ba", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.internauts.ca, measure_col=height.", + "bindings": { + "group_col": "url.internauts.ca", + "measure_col": "height", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..048f5eaa80697071c927dd979efc94851cb0b0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdf142e37aca84ef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:37.936121+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4029.09, "started_at": "2026-05-19T16:18:33.904605+00:00", "ended_at": "2026-05-19T16:18:37.933724+00:00", "prompt_metrics": {"chars": 688115, "bytes_utf8": 688115, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-284e-7140-a8cb-c8204f6a03de\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:48.926691+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9975.66, "started_at": "2026-05-19T16:18:38.947591+00:00", "ended_at": "2026-05-19T16:18:48.923295+00:00", "prompt_metrics": {"chars": 688115, "bytes_utf8": 688115, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-3bf6-7de3-a5f5-b586580c0a77\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16f5327467aa4d9a4f219f1c083d439a3a051e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:17.263648+00:00", + "ended_at": "2026-05-19T16:10:26.723653+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bdfc35adf753a7a3", + "problem_id": "v2p_c12_821046b29131e3bb", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.blue, measure_col=height.", + "bindings": { + "group_col": "url.blue", + "measure_col": "height", + "item_col": "width", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0b6ae25e2a68cdd1113b619beba94ab19311ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bdfc35adf753a7a3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:21.590850+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4226.63, "started_at": "2026-05-19T16:10:17.361809+00:00", "ended_at": "2026-05-19T16:10:21.588471+00:00", "prompt_metrics": {"chars": 687944, "bytes_utf8": 687944, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-9496-7a63-b3ab-6764359145d7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:26.723532+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4117.72, "started_at": "2026-05-19T16:10:22.602223+00:00", "ended_at": "2026-05-19T16:10:26.719970+00:00", "prompt_metrics": {"chars": 687944, "bytes_utf8": 687944, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-a908-7161-9b4d-122f538eb982\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e35f64b65d81a0522e979aa4939ced6a44c181d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:07:44.990949+00:00", + "ended_at": "2026-05-19T16:07:54.267475+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_beccd78ec5b9e311", + "problem_id": "v2p_c12_0acf6ade87845660", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.ran.gifs.", + "bindings": { + "group_col": "url.ran.gifs", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d40433f4ac5221853a12ea1243d98e2fe2fed00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_beccd78ec5b9e311/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:49.304424+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4213.8, "started_at": "2026-05-19T16:07:45.087921+00:00", "ended_at": "2026-05-19T16:07:49.301760+00:00", "prompt_metrics": {"chars": 687463, "bytes_utf8": 687463, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-41bc-7311-9c9e-cb5e16182b22\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:54.267376+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3948.45, "started_at": "2026-05-19T16:07:50.316165+00:00", "ended_at": "2026-05-19T16:07:54.264644+00:00", "prompt_metrics": {"chars": 687463, "bytes_utf8": 687463, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-5632-7313-8259-4cd8d0dc67ba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7200759a1c12fdbddbfdec4fb247ac7f433eeed1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.likesbooks.com, measure_col=aratio. +Result preview: [{"url.likesbooks.com": "\"0\"", "total_measure": 9267.4155}, {"url.likesbooks.com": "\"1\"", "total_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a888898e026d81f47519c44ad7fe6158d8ba34c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_bef3021226d9c1ce +-- problem_id: v2p_c12_98cdc80e96b9118e +-- realization_mode: agent +-- source_kind: agent +SELECT "url.likesbooks.com", SUM(CAST("aratio" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.likesbooks.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5216606005b887701982873225b81182326f27c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.likesbooks.com\", SUM(CAST(\"aratio\" AS REAL)) AS \"total_measure\"\nFROM \"c12\"\nGROUP BY \"url.likesbooks.com\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.likesbooks.com\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.likesbooks.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"url.likesbooks.com\", \"total_measure\"], \"rows\": [{\"url.likesbooks.com\": \"\\\"0\\\"\", \"total_measure\": 9267.4155}, {\"url.likesbooks.com\": \"\\\"1\\\"\", \"total_measure\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.78}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a33c1daaee060698f80c5e9d26569bbe05929d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:02:55.256100+00:00", + "ended_at": "2026-05-19T16:03:18.737432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_bef3021226d9c1ce", + "problem_id": "v2p_c12_98cdc80e96b9118e", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.likesbooks.com, measure_col=aratio.", + "bindings": { + "group_col": "url.likesbooks.com", + "measure_col": "aratio", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_bef3021226d9c1ce.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_bef3021226d9c1ce", + "api_calls": 0, + "input_tokens": 218588, + "cached_input_tokens": 0, + "output_tokens": 472, + "total_tokens": 219060, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22328.59, + "sql_execution_elapsed_ms_total": 11.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07a9ca18e50bc1005264229c737cb7d1c87d5c7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:59.788231+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4433.25, "started_at": "2026-05-19T16:02:55.352229+00:00", "ended_at": "2026-05-19T16:02:59.785509+00:00", "prompt_metrics": {"chars": 687567, "bytes_utf8": 687567, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-d631-7330-943e-9f73eecf4970\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:03:18.713673+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17895.34, "started_at": "2026-05-19T16:03:00.814918+00:00", "ended_at": "2026-05-19T16:03:18.710312+00:00", "prompt_metrics": {"chars": 687567, "bytes_utf8": 687567, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218588, "cached_input_tokens": 0, "output_tokens": 472, "reasoning_output_tokens": 360}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.likesbooks.com\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.likesbooks.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"url.likesbooks.com\\\" and measure_col=\\\"aratio\\\". CAST to REAL because \\\"aratio\\\" is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e098437dccd6f6e0c788827cf06717de433f14f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_bef3021226d9c1ce", + "api_calls": 0, + "input_tokens": 218588, + "cached_input_tokens": 0, + "output_tokens": 472, + "total_tokens": 219060, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22328.59, + "sql_execution_elapsed_ms_total": 11.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_bef3021226d9c1ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2dabfdefc1127257eaf3cd25177576e12cf0305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3263, "support_share": 0.9951204635559622, "support_rank": 1}, {"value_label": "\"1\"", "support": 16, "support_share": 0.004879536444037816, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6d74b05f660ca511a18a2bc26ff33bbdacd8e76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_c04057c64593b445 +-- problem_id: v2p_c12_f77746adf3e9cb8e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "alt.top" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "alt.top" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a959a0273117036cbb8bbd628838f56bef8b201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_c04057c64593b445\n-- problem_id: v2p_c12_f77746adf3e9cb8e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"alt.top\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"alt.top\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_c04057c64593b445\\n-- problem_id: v2p_c12_f77746adf3e9cb8e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"alt.top\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"alt.top\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3263, \"support_share\": 0.9951204635559622, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 16, \"support_share\": 0.004879536444037816, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf8c4a39ce21521d6ee4e035fb703f8e5c168b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.125892+00:00", + "ended_at": "2026-05-19T16:35:43.143375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_c04057c64593b445", + "problem_id": "v2p_c12_f77746adf3e9cb8e", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=alt.top.", + "bindings": { + "group_col": "alt.top" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_c04057c64593b445.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c04057c64593b445/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..834aea51d2ec558a38b40506bd16e091cd40f2f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:23:41.342808+00:00", + "ended_at": "2026-05-19T16:23:52.188657+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_c21b9bd109229538", + "problem_id": "v2p_c12_258b06b01a38cadd", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.9439.butt2, measure_col=aratio.", + "bindings": { + "group_col": "url.9439.butt2", + "measure_col": "aratio", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..800381ae6ff97bdcf95cebc4cb1915efa66605d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c21b9bd109229538/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:45.931520+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4478.2, "started_at": "2026-05-19T16:23:41.450051+00:00", "ended_at": "2026-05-19T16:23:45.928312+00:00", "prompt_metrics": {"chars": 687739, "bytes_utf8": 687739, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-d9ff-7cb3-9234-3f48fb15f306\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:52.188526+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5228.12, "started_at": "2026-05-19T16:23:46.957150+00:00", "ended_at": "2026-05-19T16:23:52.185339+00:00", "prompt_metrics": {"chars": 687739, "bytes_utf8": 687739, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-ef86-7190-aff5-eeeffee9f839\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a72fc4980bb9f2d477c3913da90b94d2a527d14b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:23:52.189914+00:00", + "ended_at": "2026-05-19T16:24:02.336176+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_c4b59a29dc384b24", + "problem_id": "v2p_c12_21bd642f499fe0cb", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.catringn.gif, measure_col=height.", + "bindings": { + "group_col": "url.catringn.gif", + "measure_col": "height", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45801c58a0273a33219d6354c830e089cd79aee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c4b59a29dc384b24/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:56.768171+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4468.03, "started_at": "2026-05-19T16:23:52.296702+00:00", "ended_at": "2026-05-19T16:23:56.764797+00:00", "prompt_metrics": {"chars": 687737, "bytes_utf8": 687737, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-0463-7482-844a-54e499fbca71\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:02.335921+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4549.48, "started_at": "2026-05-19T16:23:57.781315+00:00", "ended_at": "2026-05-19T16:24:02.330856+00:00", "prompt_metrics": {"chars": 687737, "bytes_utf8": 687737, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-19d0-7a71-9c9a-59ac33894ba9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5934451613ef3e8a0907181ac4d9ce5d420ba3b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:31:28.600140+00:00", + "ended_at": "2026-05-19T16:31:40.154291+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_c877dab8eca0a656", + "problem_id": "v2p_c12_a779621ea4c98ab5", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.pages.", + "bindings": { + "group_col": "url.pages", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fe15c1470ba3c06a6986d420f8e265df87dbb93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c877dab8eca0a656/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:33.531159+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4824.08, "started_at": "2026-05-19T16:31:28.703605+00:00", "ended_at": "2026-05-19T16:31:33.527748+00:00", "prompt_metrics": {"chars": 687536, "bytes_utf8": 687536, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-fb1e-7980-a913-7ddedf904098\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:31:40.154166+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5598.31, "started_at": "2026-05-19T16:31:34.551015+00:00", "ended_at": "2026-05-19T16:31:40.149391+00:00", "prompt_metrics": {"chars": 687536, "bytes_utf8": 687536, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-1223-7162-b7e5-b672dea02e03\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e037e5ef3569f412972f8d21ea0432cfbefba0e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:26:28.826539+00:00", + "ended_at": "2026-05-19T16:26:39.160219+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_c8e10e9362d47f62", + "problem_id": "v2p_c12_06aad01377480595", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.larx.com, condition_col=url.larx.com.", + "bindings": { + "group_col": "url.larx.com", + "condition_col": "url.larx.com", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3759865b875a8c2cb21b4b1d6ee65a8fe49e97e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_c8e10e9362d47f62/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:33.654220+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4723.24, "started_at": "2026-05-19T16:26:28.927542+00:00", "ended_at": "2026-05-19T16:26:33.650827+00:00", "prompt_metrics": {"chars": 687825, "bytes_utf8": 687825, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-6827-75f2-a706-43c7548893a0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:39.160061+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4481.98, "started_at": "2026-05-19T16:26:34.674125+00:00", "ended_at": "2026-05-19T16:26:39.156176+00:00", "prompt_metrics": {"chars": 687825, "bytes_utf8": 687825, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-7eae-72f0-9e3d-86654d54e4a4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f430d7b62f536c8313ff39270ac36ce1847f05bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:58.402715+00:00", + "ended_at": "2026-05-19T16:19:10.809714+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cad8db9d0cfd34fd", + "problem_id": "v2p_c12_da16bbd631f8fade", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.www.worlddrugstore.com, measure_col=width.", + "bindings": { + "group_col": "url.www.worlddrugstore.com", + "measure_col": "width", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21d134e768a940f39810df2d7a998ef16dcf8cce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cad8db9d0cfd34fd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:03.186556+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4677.04, "started_at": "2026-05-19T16:18:58.506866+00:00", "ended_at": "2026-05-19T16:19:03.183940+00:00", "prompt_metrics": {"chars": 688131, "bytes_utf8": 688131, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-884a-7a73-8981-a0a28c91a76a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:10.809628+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6608.91, "started_at": "2026-05-19T16:19:04.198524+00:00", "ended_at": "2026-05-19T16:19:10.807467+00:00", "prompt_metrics": {"chars": 688131, "bytes_utf8": 688131, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-9e93-7c03-9ecd-6645b6c8a1d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01c970d899eab8a2291b28222ad90f1034eb546e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:16:13.790207+00:00", + "ended_at": "2026-05-19T16:16:23.894103+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cbdd6d337687ea4c", + "problem_id": "v2p_c12_236b64776f758f84", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=aratio.", + "bindings": { + "measure_col": "aratio", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3238ae8be94d38ff28bbce9cd6f84a7e57b615cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cbdd6d337687ea4c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:18.296347+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4401.47, "started_at": "2026-05-19T16:16:13.891447+00:00", "ended_at": "2026-05-19T16:16:18.292971+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-05cf-7ad3-951a-aaae76568a7f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:23.893953+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4581.67, "started_at": "2026-05-19T16:16:19.309223+00:00", "ended_at": "2026-05-19T16:16:23.890952+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-1ada-7882-8d47-5b7ebfc5d021\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..524969282e720dd2232c14088d8d45270bbecc59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:20:31.029430+00:00", + "ended_at": "2026-05-19T16:20:47.926810+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cc4eb01c3888f9e6", + "problem_id": "v2p_c12_b102ac94236e446e", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.pitcairn.smallb, measure_col=width.", + "bindings": { + "group_col": "url.pitcairn.smallb", + "measure_col": "width", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 287.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87f5b0101b1ac0ea767075aef2a6d773ae9b6476 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc4eb01c3888f9e6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:35.235645+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4087.13, "started_at": "2026-05-19T16:20:31.145977+00:00", "ended_at": "2026-05-19T16:20:35.233148+00:00", "prompt_metrics": {"chars": 688120, "bytes_utf8": 688120, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-f253-72a0-a932-ff4036d5f9e5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:47.926716+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 11661.4, "started_at": "2026-05-19T16:20:36.262863+00:00", "ended_at": "2026-05-19T16:20:47.924317+00:00", "prompt_metrics": {"chars": 688120, "bytes_utf8": 688120, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-0668-7652-8a90-7ff0be9cb3c6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a77d6330d2b7b51a81e5d5e733282bc84785c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3270, "support_share": 0.9972552607502287, "support_rank": 1}, {"value_label": "\"1\"", "support": 9, "support_share": 0.0027447392497712718, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..baae293625f9d4f7ca5c8fd4e4afc376c13d2e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_cc87cda18a6d7bd2 +-- problem_id: v2p_c12_f91d0d43b66caf19 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.counter" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.counter" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61c9585b2c82faeb55b27b5e0bf19f4e66e6470d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c12_cc87cda18a6d7bd2\n-- problem_id: v2p_c12_f91d0d43b66caf19\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.counter\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.counter\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c12_cc87cda18a6d7bd2\\n-- problem_id: v2p_c12_f91d0d43b66caf19\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.counter\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.counter\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3270, \"support_share\": 0.9972552607502287, \"support_rank\": 1}, {\"value_label\": \"\\\"1\\\"\", \"support\": 9, \"support_share\": 0.0027447392497712718, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95437648dd7e30a9d4819c08e688c5a504dfb204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.005690+00:00", + "ended_at": "2026-05-19T16:35:43.017855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cc87cda18a6d7bd2", + "problem_id": "v2p_c12_f91d0d43b66caf19", + "dataset_id": "c12", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=url.counter.", + "bindings": { + "group_col": "url.counter" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_cc87cda18a6d7bd2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc87cda18a6d7bd2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96b2a247bf1cabd69ba4ab4a92dc9c3152ff97d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:20:00.998039+00:00", + "ended_at": "2026-05-19T16:20:12.980426+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cc88ae3ed77e607e", + "problem_id": "v2p_c12_5193e68508a56f1c", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.ucsd.edu, measure_col=height.", + "bindings": { + "group_col": "url.ucsd.edu", + "measure_col": "height", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24d4e6274172908b408691204a50c6da95214aea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cc88ae3ed77e607e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:04.872472+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3777.64, "started_at": "2026-05-19T16:20:01.092137+00:00", "ended_at": "2026-05-19T16:20:04.869813+00:00", "prompt_metrics": {"chars": 688108, "bytes_utf8": 688108, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-7cd7-7113-b2f1-f03da299256b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:12.980331+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7091.95, "started_at": "2026-05-19T16:20:05.885554+00:00", "ended_at": "2026-05-19T16:20:12.977546+00:00", "prompt_metrics": {"chars": 688108, "bytes_utf8": 688108, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-8f76-7450-ac42-aeb1088043c6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..929df3c9515be70d41536c321615eb498f35c87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:24:52.731578+00:00", + "ended_at": "2026-05-19T16:25:03.557103+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_ceaa6b36fb90c8a4", + "problem_id": "v2p_c12_07789e2674c115b8", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.doubleclick.net, measure_col=aratio.", + "bindings": { + "group_col": "url.doubleclick.net", + "measure_col": "aratio", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27839d8a3ac9f36e9d3a1cad47f50a157df7518e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ceaa6b36fb90c8a4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:57.249452+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4404.4, "started_at": "2026-05-19T16:24:52.841953+00:00", "ended_at": "2026-05-19T16:24:57.246409+00:00", "prompt_metrics": {"chars": 687747, "bytes_utf8": 687747, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-f100-7282-bed6-fe738af2f560\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:03.556915+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5289.61, "started_at": "2026-05-19T16:24:58.262979+00:00", "ended_at": "2026-05-19T16:25:03.552681+00:00", "prompt_metrics": {"chars": 687747, "bytes_utf8": 687747, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-060c-7273-a74e-81e85ea95e95\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43aff38239207aca31276ceddbcc18f7245ee2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:37.359267+00:00", + "ended_at": "2026-05-19T16:10:48.938711+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_cee7f5c8e137ecc6", + "problem_id": "v2p_c12_6beb0a8253d0940d", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.ad.gif, measure_col=width.", + "bindings": { + "group_col": "url.ad.gif", + "measure_col": "width", + "item_col": "aratio", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fa8d95ece08d7eea90bf3f7db2ba3eee298d335 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_cee7f5c8e137ecc6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:42.831586+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5371.58, "started_at": "2026-05-19T16:10:37.457065+00:00", "ended_at": "2026-05-19T16:10:42.828676+00:00", "prompt_metrics": {"chars": 687953, "bytes_utf8": 687953, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-e317-7840-9f97-02476831dcc9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:48.938617+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5082.62, "started_at": "2026-05-19T16:10:43.853438+00:00", "ended_at": "2026-05-19T16:10:48.936107+00:00", "prompt_metrics": {"chars": 687953, "bytes_utf8": 687953, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-fc2a-7400-ba40-3b235e3365c2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5f2585ccf689f8a4c2b11ec9fea546b80919e75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:33.940739+00:00", + "ended_at": "2026-05-19T16:30:46.029953+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d07a06d71ce7bf91", + "problem_id": "v2p_c12_89b2c1383aff4e81", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=url.pawbutton.gif.", + "bindings": { + "group_col": "url.pawbutton.gif", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4253aafea99b252f08a0d71e4b7153f9a7761e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d07a06d71ce7bf91/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:40.337759+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6269.01, "started_at": "2026-05-19T16:30:34.065759+00:00", "ended_at": "2026-05-19T16:30:40.334824+00:00", "prompt_metrics": {"chars": 687554, "bytes_utf8": 687554, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-25bb-7ad2-b107-01bed9999c5c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:46.029818+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4672.37, "started_at": "2026-05-19T16:30:41.353807+00:00", "ended_at": "2026-05-19T16:30:46.026235+00:00", "prompt_metrics": {"chars": 687554, "bytes_utf8": 687554, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-4231-7bb2-9da4-999b12b54ede\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac6493972c7733f930a94abcfeae0b58d19fea08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"width": "0", "support": 901, "avg_response": 0.0}, {"width": "468", "support": 186, "avg_response": 7.857045698924731}, {"width": "100", "support": 94, "avg_response": 2.73975}, {"width": "88", "support": 90, "avg_response": 2.5167844444444443}, {"width": "120", "support": 70, "avg_response": 2.67883}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eabed5df578b968e1cdda1831c06e3a9c120023f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_d0939b6c5066aecb +-- problem_id: v2p_c12_93b3c1ba567d4754 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "width", + COUNT(*) AS support, + AVG("aratio") AS avg_response +FROM "c12" +GROUP BY "width" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0fa756d1c439f4e20b7c7e79f742c029c37c866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_d0939b6c5066aecb\n-- problem_id: v2p_c12_93b3c1ba567d4754\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"width\",\n COUNT(*) AS support,\n AVG(\"aratio\") AS avg_response\nFROM \"c12\"\nGROUP BY \"width\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_d0939b6c5066aecb\\n-- problem_id: v2p_c12_93b3c1ba567d4754\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"width\\\",\\n COUNT(*) AS support,\\n AVG(\\\"aratio\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"width\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"width\", \"support\", \"avg_response\"], \"rows\": [{\"width\": \"0\", \"support\": 901, \"avg_response\": 0.0}, {\"width\": \"468\", \"support\": 186, \"avg_response\": 7.857045698924731}, {\"width\": \"100\", \"support\": 94, \"avg_response\": 2.73975}, {\"width\": \"88\", \"support\": 90, \"avg_response\": 2.5167844444444443}, {\"width\": \"120\", \"support\": 70, \"avg_response\": 2.67883}, {\"width\": \"140\", \"support\": 60, \"avg_response\": 2.5546066666666665}, {\"width\": \"16\", \"support\": 60, \"avg_response\": 1.0}, {\"width\": \"200\", \"support\": 59, \"avg_response\": 3.005657627118644}, {\"width\": \"150\", \"support\": 57, \"avg_response\": 2.62559649122807}, {\"width\": \"101\", \"support\": 44, \"avg_response\": 7.432815909090909}, {\"width\": \"96\", \"support\": 43, \"avg_response\": 5.368690697674419}, {\"width\": \"110\", \"support\": 41, \"avg_response\": 2.040712195121951}, {\"width\": \"125\", \"support\": 40, \"avg_response\": 1.3938875}, {\"width\": \"90\", \"support\": 37, \"avg_response\": 1.8943216216216217}, {\"width\": \"80\", \"support\": 36, \"avg_response\": 3.162988888888889}, {\"width\": \"89\", \"support\": 35, \"avg_response\": 5.906802857142857}, {\"width\": \"30\", \"support\": 32, \"avg_response\": 1.250715625}, {\"width\": \"130\", \"support\": 31, \"avg_response\": 5.267432258064516}, {\"width\": \"94\", \"support\": 29, \"avg_response\": 6.0516689655172415}, {\"width\": \"64\", \"support\": 27, \"avg_response\": 4.425251851851852}, {\"width\": \"40\", \"support\": 26, \"avg_response\": 0.9958192307692308}, {\"width\": \"180\", \"support\": 24, \"avg_response\": 2.162475}, {\"width\": \"102\", \"support\": 23, \"avg_response\": 7.179160869565218}, {\"width\": \"75\", \"support\": 23, \"avg_response\": 1.7621173913043477}, {\"width\": \"600\", \"support\": 22, \"avg_response\": 56.07744090909091}, {\"width\": \"57\", \"support\": 22, \"avg_response\": 4.376713636363636}, {\"width\": \"95\", \"support\": 22, \"avg_response\": 1.8863045454545455}, {\"width\": \"50\", \"support\": 22, \"avg_response\": 0.8458681818181819}, {\"width\": \"234\", \"support\": 21, \"avg_response\": 4.605714285714286}, {\"width\": \"24\", \"support\": 21, \"avg_response\": 1.0952285714285714}, {\"width\": \"400\", \"support\": 20, \"avg_response\": 10.65151}, {\"width\": \"26\", \"support\": 19, \"avg_response\": 1.1304}, {\"width\": \"60\", \"support\": 18, \"avg_response\": 1.2262055555555555}, {\"width\": \"230\", \"support\": 17, \"avg_response\": 6.528788235294118}, {\"width\": \"43\", \"support\": 17, \"avg_response\": 0.8832235294117647}, {\"width\": \"105\", \"support\": 16, \"avg_response\": 3.07443125}, {\"width\": \"126\", \"support\": 16, \"avg_response\": 2.63195625}, {\"width\": \"144\", \"support\": 16, \"avg_response\": 2.41565}, {\"width\": \"86\", \"support\": 15, \"avg_response\": 5.6957466666666665}, {\"width\": \"104\", \"support\": 15, \"avg_response\": 2.8875666666666664}, {\"width\": \"108\", \"support\": 15, \"avg_response\": 1.7430266666666667}, {\"width\": \"15\", \"support\": 15, \"avg_response\": 0.7001266666666666}, {\"width\": \"250\", \"support\": 14, \"avg_response\": 3.775992857142857}, {\"width\": \"161\", \"support\": 14, \"avg_response\": 2.8598714285714286}, {\"width\": \"179\", \"support\": 14, \"avg_response\": 1.6865142857142856}, {\"width\": \"184\", \"support\": 14, \"avg_response\": 1.5304}, {\"width\": \"11\", \"support\": 14, \"avg_response\": 1.0}, {\"width\": \"70\", \"support\": 13, \"avg_response\": 2.0420615384615384}, {\"width\": \"46\", \"support\": 13, \"avg_response\": 1.4542384615384614}, {\"width\": \"134\", \"support\": 12, \"avg_response\": 5.856341666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab123c814b38cfee5128759bef84745f8e1d0681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.168346+00:00", + "ended_at": "2026-05-19T16:35:43.176026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d0939b6c5066aecb", + "problem_id": "v2p_c12_93b3c1ba567d4754", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=aratio, key_col=width.", + "bindings": { + "key_col": "width", + "measure_col": "aratio", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d0939b6c5066aecb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d0939b6c5066aecb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13f10be7acf2ee251343f88ea23ca83dcb321059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:17:13.782290+00:00", + "ended_at": "2026-05-19T16:17:30.069167+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d1962784c7c0b484", + "problem_id": "v2p_c12_d6e29d0cf4ffeeac", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cbbd76c2836ea1c0b5b3b0140cc8590bed0e51a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d1962784c7c0b484/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:24.593317+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 10702.86, "started_at": "2026-05-19T16:17:13.885737+00:00", "ended_at": "2026-05-19T16:17:24.588656+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-f018-77a3-9bdd-e47d8d7ab5e7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:30.069059+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4454.71, "started_at": "2026-05-19T16:17:25.611359+00:00", "ended_at": "2026-05-19T16:17:30.066127+00:00", "prompt_metrics": {"chars": 687711, "bytes_utf8": 687711, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-1e22-7883-8a32-ce37354f2a8c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d599323b54cf8e948932696579c7ca82234cc81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:22:05.951177+00:00", + "ended_at": "2026-05-19T16:22:25.184609+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d3024a0a462c2271", + "problem_id": "v2p_c12_fcaf6ddcf7001335", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=url.charlie, measure_col=aratio.", + "bindings": { + "group_col": "url.charlie", + "measure_col": "aratio", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..370a5aa3bdec54ffa12fc3ad308eb05f248acf3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d3024a0a462c2271/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:11.924251+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5873.52, "started_at": "2026-05-19T16:22:06.046049+00:00", "ended_at": "2026-05-19T16:22:11.919611+00:00", "prompt_metrics": {"chars": 687726, "bytes_utf8": 687726, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-64e6-7581-9675-4bca780e4eb5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:25.184488+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 12244.35, "started_at": "2026-05-19T16:22:12.936962+00:00", "ended_at": "2026-05-19T16:22:25.181377+00:00", "prompt_metrics": {"chars": 687726, "bytes_utf8": 687726, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-8052-7403-8f05-7c0cfff45a76\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f87df51d8c8b50dd130ea81c106076a440885ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:46.031264+00:00", + "ended_at": "2026-05-19T16:30:58.514749+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d5253f79f11419ea", + "problem_id": "v2p_c12_6ecdb7bba33c6699", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=url.victoria.pharmacy.", + "bindings": { + "group_col": "url.victoria.pharmacy", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a38d589cb97f682d5a999f1107cf062f83e2a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5253f79f11419ea/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:50.771268+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4628.79, "started_at": "2026-05-19T16:30:46.138528+00:00", "ended_at": "2026-05-19T16:30:50.767368+00:00", "prompt_metrics": {"chars": 687561, "bytes_utf8": 687561, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-54e7-70f2-8e74-046b3b8437f3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:58.514629+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6712.02, "started_at": "2026-05-19T16:30:51.799374+00:00", "ended_at": "2026-05-19T16:30:58.511466+00:00", "prompt_metrics": {"chars": 687561, "bytes_utf8": 687561, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-6af1-7720-acc2-a56fd312464d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5dcdfc3620e9c2482dd53f1d7ab5af6d36ef368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:31:40.155903+00:00", + "ended_at": "2026-05-19T16:31:51.402462+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d54af85b9841e6b2", + "problem_id": "v2p_c12_6438b2d11efae87a", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=url.pages.", + "bindings": { + "group_col": "url.pages", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea411b0dfeec15a571e9cd332ce5112a21a64cd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d54af85b9841e6b2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:45.268199+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4992.83, "started_at": "2026-05-19T16:31:40.271769+00:00", "ended_at": "2026-05-19T16:31:45.264651+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-2867-7d01-a26c-ff67a71139fa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:31:51.402311+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5111.69, "started_at": "2026-05-19T16:31:46.287189+00:00", "ended_at": "2026-05-19T16:31:51.398939+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-4004-7ae0-9d87-d1b232cbbe36\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf23be00fffd2beca828dce5fd9d09cb7ae13e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"height": "0", "support": 903, "avg_response": 0.8947951273532669}, {"height": "60", "support": 283, "avg_response": 353.30742049469967}, {"height": "12", "support": 110, "avg_response": 90.95454545454545}, {"height": "16", "support": 94, "avg_response": 50.638297872340424}, {"height": "11", "support": 93, "avg_response": 78.02150537634408}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0dd21ed522c5f9d0ee4d08e7e55a005c39745a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_d58d315fa4962dbf +-- problem_id: v2p_c12_e10e837ad38237d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "height", + COUNT(*) AS support, + AVG("width") AS avg_response +FROM "c12" +GROUP BY "height" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c374a0ef1577ea936e0a7fbbab7ecf36cffe397b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c12_d58d315fa4962dbf\n-- problem_id: v2p_c12_e10e837ad38237d4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"height\",\n COUNT(*) AS support,\n AVG(\"width\") AS avg_response\nFROM \"c12\"\nGROUP BY \"height\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c12_d58d315fa4962dbf\\n-- problem_id: v2p_c12_e10e837ad38237d4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"height\\\",\\n COUNT(*) AS support,\\n AVG(\\\"width\\\") AS avg_response\\nFROM \\\"c12\\\"\\nGROUP BY \\\"height\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"height\", \"support\", \"avg_response\"], \"rows\": [{\"height\": \"0\", \"support\": 903, \"avg_response\": 0.8947951273532669}, {\"height\": \"60\", \"support\": 283, \"avg_response\": 353.30742049469967}, {\"height\": \"12\", \"support\": 110, \"avg_response\": 90.95454545454545}, {\"height\": \"16\", \"support\": 94, \"avg_response\": 50.638297872340424}, {\"height\": \"11\", \"support\": 93, \"avg_response\": 78.02150537634408}, {\"height\": \"40\", \"support\": 73, \"avg_response\": 122.97260273972603}, {\"height\": \"31\", \"support\": 73, \"avg_response\": 96.95890410958904}, {\"height\": \"20\", \"support\": 60, \"avg_response\": 113.88333333333334}, {\"height\": \"24\", \"support\": 57, \"avg_response\": 61.29824561403509}, {\"height\": \"100\", \"support\": 48, \"avg_response\": 139.35416666666666}, {\"height\": \"90\", \"support\": 48, \"avg_response\": 90.89583333333333}, {\"height\": \"23\", \"support\": 48, \"avg_response\": 57.520833333333336}, {\"height\": \"50\", \"support\": 45, \"avg_response\": 170.77777777777777}, {\"height\": \"25\", \"support\": 45, \"avg_response\": 97.04444444444445}, {\"height\": \"80\", \"support\": 44, \"avg_response\": 90.29545454545455}, {\"height\": \"75\", \"support\": 38, \"avg_response\": 121.8157894736842}, {\"height\": \"30\", \"support\": 35, \"avg_response\": 134.82857142857142}, {\"height\": \"35\", \"support\": 35, \"avg_response\": 104.85714285714286}, {\"height\": \"125\", \"support\": 32, \"avg_response\": 144.375}, {\"height\": \"36\", \"support\": 32, \"avg_response\": 126.375}, {\"height\": \"15\", \"support\": 29, \"avg_response\": 57.37931034482759}, {\"height\": \"46\", \"support\": 28, \"avg_response\": 107.39285714285714}, {\"height\": \"10\", \"support\": 27, \"avg_response\": 475.74074074074076}, {\"height\": \"32\", \"support\": 27, \"avg_response\": 113.51851851851852}, {\"height\": \"51\", \"support\": 26, \"avg_response\": 144.03846153846155}, {\"height\": \"110\", \"support\": 24, \"avg_response\": 159.41666666666666}, {\"height\": \"28\", \"support\": 24, \"avg_response\": 130.70833333333334}, {\"height\": \"43\", \"support\": 23, \"avg_response\": 141.7391304347826}, {\"height\": \"120\", \"support\": 23, \"avg_response\": 137.8695652173913}, {\"height\": \"33\", \"support\": 22, \"avg_response\": 157.77272727272728}, {\"height\": \"140\", \"support\": 22, \"avg_response\": 153.8181818181818}, {\"height\": \"26\", \"support\": 19, \"avg_response\": 132.10526315789474}, {\"height\": \"45\", \"support\": 17, \"avg_response\": 132.64705882352942}, {\"height\": \"44\", \"support\": 17, \"avg_response\": 114.70588235294117}, {\"height\": \"52\", \"support\": 16, \"avg_response\": 144.5}, {\"height\": \"62\", \"support\": 16, \"avg_response\": 99.5625}, {\"height\": \"154\", \"support\": 15, \"avg_response\": 212.2}, {\"height\": \"150\", \"support\": 15, \"avg_response\": 188.0}, {\"height\": \"70\", \"support\": 15, \"avg_response\": 88.0}, {\"height\": \"22\", \"support\": 14, \"avg_response\": 138.21428571428572}, {\"height\": \"38\", \"support\": 14, \"avg_response\": 102.21428571428571}, {\"height\": \"102\", \"support\": 13, \"avg_response\": 172.0}, {\"height\": \"95\", \"support\": 13, \"avg_response\": 122.07692307692308}, {\"height\": \"18\", \"support\": 13, \"avg_response\": 57.92307692307692}, {\"height\": \"55\", \"support\": 12, \"avg_response\": 283.8333333333333}, {\"height\": \"200\", \"support\": 12, \"avg_response\": 196.16666666666666}, {\"height\": \"134\", \"support\": 12, \"avg_response\": 184.0}, {\"height\": \"149\", \"support\": 12, \"avg_response\": 182.0}, {\"height\": \"72\", \"support\": 11, \"avg_response\": 219.63636363636363}, {\"height\": \"115\", \"support\": 11, \"avg_response\": 186.9090909090909}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2519b328179343f8139dfb0553f080f83fe40f64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:43.143836+00:00", + "ended_at": "2026-05-19T16:35:43.151427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d58d315fa4962dbf", + "problem_id": "v2p_c12_e10e837ad38237d4", + "dataset_id": "c12", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=width, key_col=height.", + "bindings": { + "key_col": "height", + "measure_col": "width", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d58d315fa4962dbf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d58d315fa4962dbf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d5abf7333b553d3514ecfb2bc74973275f3f6ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:10:07.437388+00:00", + "ended_at": "2026-05-19T16:10:17.262884+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d5b62a80ae47cb27", + "problem_id": "v2p_c12_af64f427098c1fdf", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.meadows.9196, measure_col=aratio.", + "bindings": { + "group_col": "url.meadows.9196", + "measure_col": "aratio", + "item_col": "height", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a61d0535a43845e45f9f606caf1125c154cce50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d5b62a80ae47cb27/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:11.997055+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4456.35, "started_at": "2026-05-19T16:10:07.538288+00:00", "ended_at": "2026-05-19T16:10:11.994666+00:00", "prompt_metrics": {"chars": 687967, "bytes_utf8": 687967, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-6e30-7422-935b-41d91776e92d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:17.262792+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4251.81, "started_at": "2026-05-19T16:10:13.008561+00:00", "ended_at": "2026-05-19T16:10:17.260406+00:00", "prompt_metrics": {"chars": 687967, "bytes_utf8": 687967, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-8391-7c62-bc0e-a70a35c5eeed\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c36731e0015f7f11c07fbef1d9cc2d11d1a68e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:08:22.262923+00:00", + "ended_at": "2026-05-19T16:08:32.802169+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d649d749efae0989", + "problem_id": "v2p_c12_251efd57eec843de", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.time.1998.", + "bindings": { + "group_col": "url.time.1998", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88fa2a2019e460139f0bb7d0a944f446ec9105e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d649d749efae0989/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:26.454416+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4092.4, "started_at": "2026-05-19T16:08:22.359674+00:00", "ended_at": "2026-05-19T16:08:26.452107+00:00", "prompt_metrics": {"chars": 687466, "bytes_utf8": 687466, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-d363-77d2-ae81-e55d3687fd48\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:32.802051+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5332.97, "started_at": "2026-05-19T16:08:27.466381+00:00", "ended_at": "2026-05-19T16:08:32.799480+00:00", "prompt_metrics": {"chars": 687466, "bytes_utf8": 687466, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-e756-7cb3-879b-8505c6222bd3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..130e8dfcd6f2c15b0e1f66eccac8dd505724c5a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:25:03.558659+00:00", + "ended_at": "2026-05-19T16:25:14.146454+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d72f4fed35f913d4", + "problem_id": "v2p_c12_3dab4a6fe323f847", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.fools.pixs, condition_col=url.fools.pixs.", + "bindings": { + "group_col": "url.fools.pixs", + "condition_col": "url.fools.pixs", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..018119cf106ef9e876465e625a856c4380d9c952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d72f4fed35f913d4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:08.333740+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4606.68, "started_at": "2026-05-19T16:25:03.724159+00:00", "ended_at": "2026-05-19T16:25:08.330903+00:00", "prompt_metrics": {"chars": 687832, "bytes_utf8": 687832, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-1b5b-7070-8052-8b219bc1a475\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:14.146348+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4789.36, "started_at": "2026-05-19T16:25:09.353953+00:00", "ended_at": "2026-05-19T16:25:14.143400+00:00", "prompt_metrics": {"chars": 687832, "bytes_utf8": 687832, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-3160-7230-a728-bba5ee9e635b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77351b2b994ba8411255fe3ce4de258da5c083e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3266, "support_share": 0.9960353766392193, "cumulative_support": 3266}, {"value_label": "\"1\"", "support": 13, "support_share": 0.003964623360780726, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0150477f0883a0e2699acb80c63bded5eac82fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_d887a1e8fd3b812b +-- problem_id: v2p_c12_812841a6ba0bcda9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.ans" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.ans" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b4f9c2694183c8f53b9c5f62caae72eea6f9ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_d887a1e8fd3b812b\n-- problem_id: v2p_c12_812841a6ba0bcda9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.ans\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.ans\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_d887a1e8fd3b812b\\n-- problem_id: v2p_c12_812841a6ba0bcda9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.ans\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.ans\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3266, \"support_share\": 0.9960353766392193, \"cumulative_support\": 3266}, {\"value_label\": \"\\\"1\\\"\", \"support\": 13, \"support_share\": 0.003964623360780726, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62095d42be48bea224a19d1e423e31dcfee8c67c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.943121+00:00", + "ended_at": "2026-05-19T16:35:42.959963+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d887a1e8fd3b812b", + "problem_id": "v2p_c12_812841a6ba0bcda9", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=ancurl.ans.", + "bindings": { + "group_col": "ancurl.ans" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d887a1e8fd3b812b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d887a1e8fd3b812b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..032b7feaa65d844286a4b5df3d95354f98d44538 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:27:32.190131+00:00", + "ended_at": "2026-05-19T16:27:43.956280+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_d8e22ccd9a0398ae", + "problem_id": "v2p_c12_3c75e509641094f4", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=url.banners, condition_col=url.banners.", + "bindings": { + "group_col": "url.banners", + "condition_col": "url.banners", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4730e96c5246f90e08b054c4957a19e1d810929d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_d8e22ccd9a0398ae/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:38.693272+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6388.41, "started_at": "2026-05-19T16:27:32.301455+00:00", "ended_at": "2026-05-19T16:27:38.689929+00:00", "prompt_metrics": {"chars": 687807, "bytes_utf8": 687807, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-5fc9-75a1-be42-b16f6219e376\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:43.956113+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4231.04, "started_at": "2026-05-19T16:27:39.721583+00:00", "ended_at": "2026-05-19T16:27:43.952698+00:00", "prompt_metrics": {"chars": 687807, "bytes_utf8": 687807, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-7cc0-7be3-b116-a1e1866ad9fd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef49e5bf7efe3e3a49cbf6c1e1c5bf90b9416944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:16:35.263334+00:00", + "ended_at": "2026-05-19T16:16:47.984625+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_da06b8e268fb8864", + "problem_id": "v2p_c12_fd1c035b8b911196", + "dataset_id": "c12", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9186ae53e43604f7bd03287a111b093bf06f06fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_da06b8e268fb8864/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:39.608330+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4238.2, "started_at": "2026-05-19T16:16:35.366923+00:00", "ended_at": "2026-05-19T16:16:39.605182+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-599e-7351-a471-3e3dbf5cef19\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:47.984500+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7347.09, "started_at": "2026-05-19T16:16:40.634177+00:00", "ended_at": "2026-05-19T16:16:47.981330+00:00", "prompt_metrics": {"chars": 687712, "bytes_utf8": 687712, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-6e39-74c0-b14f-00bab97552d7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a98bdd66746d66f4c0edddb8360b775f4dfb4c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3267, "support_share": 0.9963403476669717, "cumulative_support": 3267}, {"value_label": "\"1\"", "support": 12, "support_share": 0.0036596523330283625, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..223a372c40ea869207b3a5f12f535dd3726a5a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_dbbd37791dc1ba19 +-- problem_id: v2p_c12_a95f6c3809aeaa3e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.exec.obidos" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.exec.obidos" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6585aa8e9b6d371fac29af07ecfb3bd19d52a812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_dbbd37791dc1ba19\n-- problem_id: v2p_c12_a95f6c3809aeaa3e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ancurl.exec.obidos\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"ancurl.exec.obidos\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_dbbd37791dc1ba19\\n-- problem_id: v2p_c12_a95f6c3809aeaa3e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ancurl.exec.obidos\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"ancurl.exec.obidos\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3267, \"support_share\": 0.9963403476669717, \"cumulative_support\": 3267}, {\"value_label\": \"\\\"1\\\"\", \"support\": 12, \"support_share\": 0.0036596523330283625, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..674ace339775135eb14d51ba6f8c9d6a43575c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.910502+00:00", + "ended_at": "2026-05-19T16:35:42.925863+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_dbbd37791dc1ba19", + "problem_id": "v2p_c12_a95f6c3809aeaa3e", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=ancurl.exec.obidos.", + "bindings": { + "group_col": "ancurl.exec.obidos" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_dbbd37791dc1ba19.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dbbd37791dc1ba19/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a94f7e4946b8edd50d6eea044359c7a606006bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:32:02.110123+00:00", + "ended_at": "2026-05-19T16:32:12.606400+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_dc3913fa7c825ccb", + "problem_id": "v2p_c12_baea87809ae9442e", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=url.worlddrugstore.com.", + "bindings": { + "group_col": "url.worlddrugstore.com", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b50c15c440b0c697400dce3e952fb71adfa735d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dc3913fa7c825ccb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:06.682876+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4458.63, "started_at": "2026-05-19T16:32:02.220806+00:00", "ended_at": "2026-05-19T16:32:06.679481+00:00", "prompt_metrics": {"chars": 687565, "bytes_utf8": 687565, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-7e17-70b3-bc89-4f1bdf8893b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:12.606269+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4891.72, "started_at": "2026-05-19T16:32:07.711086+00:00", "ended_at": "2026-05-19T16:32:12.602871+00:00", "prompt_metrics": {"chars": 687565, "bytes_utf8": 687565, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-9394-7bd2-af11-18be4ea09d03\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..833a27e81d96c1d39794a265ecbc84f0260c4e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:01:46.367262+00:00", + "ended_at": "2026-05-19T16:01:56.317321+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_dccc8dce9a39db82", + "problem_id": "v2p_c12_b5a0f8504bb05fe8", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=local, measure_col=height.", + "bindings": { + "group_col": "local", + "measure_col": "height", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc67a36359cf6d906483acc29f4d772bc29c1e93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_dccc8dce9a39db82/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:50.956455+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4492.95, "started_at": "2026-05-19T16:01:46.460526+00:00", "ended_at": "2026-05-19T16:01:50.953510+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-c90e-7c51-ac30-38db51e1947f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:56.317224+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4331.31, "started_at": "2026-05-19T16:01:51.983745+00:00", "ended_at": "2026-05-19T16:01:56.315108+00:00", "prompt_metrics": {"chars": 687538, "bytes_utf8": 687538, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-de75-74b1-8873-70f316f4ff62\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d32d319043b8ac84af3029cd2b6a06c0b2fade9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:46.102024+00:00", + "ended_at": "2026-05-19T16:12:55.359911+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_ddbcda08dbe8c10f", + "problem_id": "v2p_c12_62f699ceb3ca1292", + "dataset_id": "c12", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=url.image.navigate, condition_col=url.image.navigate.", + "bindings": { + "group_col": "url.image.navigate", + "condition_col": "url.image.navigate", + "condition_value": "\"0\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aa4e16236c6b87f4a551a6f10a02bb5f1f9d968 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ddbcda08dbe8c10f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:50.009897+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3808.58, "started_at": "2026-05-19T16:12:46.197954+00:00", "ended_at": "2026-05-19T16:12:50.006568+00:00", "prompt_metrics": {"chars": 688404, "bytes_utf8": 688404, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-da05-76d0-bf13-73815154fa62\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:55.359821+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4335.49, "started_at": "2026-05-19T16:12:51.021968+00:00", "ended_at": "2026-05-19T16:12:55.357499+00:00", "prompt_metrics": {"chars": 688404, "bytes_utf8": 688404, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-ecda-7a83-ac4a-352a39d35d1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..730f6f28678656c8720080a55c3b8668167e7ceb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:28:27.209728+00:00", + "ended_at": "2026-05-19T16:28:37.889908+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_df30e79c4aa19b4b", + "problem_id": "v2p_c12_f95941999d707582", + "dataset_id": "c12", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a43c9057eb9a18b6f0c592392938829688d8770d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_df30e79c4aa19b4b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:31.681716+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4361.95, "started_at": "2026-05-19T16:28:27.316507+00:00", "ended_at": "2026-05-19T16:28:31.678507+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-369f-73f0-a06d-06487fbab6e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:37.889785+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5179.23, "started_at": "2026-05-19T16:28:32.707291+00:00", "ended_at": "2026-05-19T16:28:37.886579+00:00", "prompt_metrics": {"chars": 687477, "bytes_utf8": 687477, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-4bc1-78a3-966c-c17e06ae4251\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12ddaa0ca71c48a267606a458228b5b105f5fcd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:18:23.501944+00:00", + "ended_at": "2026-05-19T16:18:33.809963+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e0083244a681cb67", + "problem_id": "v2p_c12_3fa01402b51f134b", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.puc.edu, measure_col=aratio.", + "bindings": { + "group_col": "url.puc.edu", + "measure_col": "aratio", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88d43b5887231936cee75ced2bc821a6ff57d1e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e0083244a681cb67/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:28.181920+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4569.04, "started_at": "2026-05-19T16:18:23.610537+00:00", "ended_at": "2026-05-19T16:18:28.179609+00:00", "prompt_metrics": {"chars": 688109, "bytes_utf8": 688109, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-000b-7a22-9509-b2b676b9c178\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:33.809877+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4614.42, "started_at": "2026-05-19T16:18:29.193278+00:00", "ended_at": "2026-05-19T16:18:33.807733+00:00", "prompt_metrics": {"chars": 688109, "bytes_utf8": 688109, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-15c5-78c3-bd0f-ac8497efbc87\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef4a0e5ea8b559f95383afa55e6c7df2bf6b9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3248, "support_share": 0.9905458981396768, "cumulative_support": 3248}, {"value_label": "\"1\"", "support": 31, "support_share": 0.009454101860323269, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4b2a5d1f019ae8ad7d21f8b002e0b58927ff9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e27aeebba211c808 +-- problem_id: v2p_c12_02c7123f8bda66b0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.www.bossintl.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.www.bossintl.com" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d41b45867ea3f0b7aefe8841f61ccb9f254ed45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_e27aeebba211c808\n-- problem_id: v2p_c12_02c7123f8bda66b0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.www.bossintl.com\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.www.bossintl.com\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_e27aeebba211c808\\n-- problem_id: v2p_c12_02c7123f8bda66b0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.www.bossintl.com\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.www.bossintl.com\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3248, \"support_share\": 0.9905458981396768, \"cumulative_support\": 3248}, {\"value_label\": \"\\\"1\\\"\", \"support\": 31, \"support_share\": 0.009454101860323269, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d913905910f1f8aae6202877e5129b0f5b04304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.880796+00:00", + "ended_at": "2026-05-19T16:35:42.894849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e27aeebba211c808", + "problem_id": "v2p_c12_02c7123f8bda66b0", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=origurl.www.bossintl.com.", + "bindings": { + "group_col": "origurl.www.bossintl.com" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e27aeebba211c808.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e27aeebba211c808/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f684e5d27d4e751fd9fb51b03f604f25633ed720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:33:55.566025+00:00", + "ended_at": "2026-05-19T16:34:06.536379+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e29d4cfa9f819591", + "problem_id": "v2p_c12_6acb199414daa1e9", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=url.geoguideii.pages, measure_col=height.", + "bindings": { + "group_col": "url.geoguideii.pages", + "measure_col": "height", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74246bc666954b8bda128f8e8137f44ce8e00037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e29d4cfa9f819591/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:34:00.517033+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4845.29, "started_at": "2026-05-19T16:33:55.668669+00:00", "ended_at": "2026-05-19T16:34:00.514078+00:00", "prompt_metrics": {"chars": 687653, "bytes_utf8": 687653, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-393f-72a2-8cf8-0687f97a23ad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:34:06.536223+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4987.37, "started_at": "2026-05-19T16:34:01.545645+00:00", "ended_at": "2026-05-19T16:34:06.533082+00:00", "prompt_metrics": {"chars": 687653, "bytes_utf8": 687653, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-504b-7ae2-bf20-52328aa8af5b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3346a86f8f93de3d99d5a9f2bc5ea714571feffb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:54.212049+00:00", + "ended_at": "2026-05-19T16:15:03.993454+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e2a2ca7a8cf2ef14", + "problem_id": "v2p_c12_61d6411f76e2ea58", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.romancebooks.pix.", + "bindings": { + "group_col": "local", + "group_col_2": "url.romancebooks.pix", + "predicate_col": "url.www.monmouth.com", + "predicate_op": "=", + "predicate_value": "\"1\"", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..487e53f0087a99126c2c92414e4b55dff7b8d98c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e2a2ca7a8cf2ef14/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:58.783046+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4474.13, "started_at": "2026-05-19T16:14:54.306696+00:00", "ended_at": "2026-05-19T16:14:58.780854+00:00", "prompt_metrics": {"chars": 687887, "bytes_utf8": 687887, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-ce75-7543-874a-95fdfb1af4bd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:03.993363+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4189.63, "started_at": "2026-05-19T16:14:59.801210+00:00", "ended_at": "2026-05-19T16:15:03.990879+00:00", "prompt_metrics": {"chars": 687887, "bytes_utf8": 687887, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-e3d8-7520-923e-5c0e96bcf5bc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16976ff632e6845ea60e90bc6d18049f9e63689f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:08:12.785976+00:00", + "ended_at": "2026-05-19T16:08:22.262014+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e30f2c1de14eb9c8", + "problem_id": "v2p_c12_080618d934e0702f", + "dataset_id": "c12", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=url.cnet.", + "bindings": { + "group_col": "url.cnet", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7281d42a7e0c0bfff88be22969e5288facde1a07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e30f2c1de14eb9c8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:17.049355+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4159.63, "started_at": "2026-05-19T16:08:12.887316+00:00", "ended_at": "2026-05-19T16:08:17.046980+00:00", "prompt_metrics": {"chars": 687454, "bytes_utf8": 687454, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-ae74-75e1-9ae5-f100d11c2e5f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:22.261903+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4198.37, "started_at": "2026-05-19T16:08:18.061230+00:00", "ended_at": "2026-05-19T16:08:22.259635+00:00", "prompt_metrics": {"chars": 687454, "bytes_utf8": 687454, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-c2a8-7aa1-83d3-4afcdc20e40b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa096c4644fa9a1c5f1072217aafe8bcd7686cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3269, "support_share": 0.9969502897224763, "cumulative_support": 3269}, {"value_label": "\"1\"", "support": 10, "support_share": 0.0030497102775236353, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fb0320857ebb76e5f8703ff4572d43a9d658a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e5461023d04cbf12 +-- problem_id: v2p_c12_4ba2955351b3807f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.nav" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.nav" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2242bc0c7ecc8be2a10b2d1a99516a890064a64e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_e5461023d04cbf12\n-- problem_id: v2p_c12_4ba2955351b3807f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"origurl.nav\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"origurl.nav\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_e5461023d04cbf12\\n-- problem_id: v2p_c12_4ba2955351b3807f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"origurl.nav\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"origurl.nav\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3269, \"support_share\": 0.9969502897224763, \"cumulative_support\": 3269}, {\"value_label\": \"\\\"1\\\"\", \"support\": 10, \"support_share\": 0.0030497102775236353, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34011a896cd113c2fdc745d18a556197bcc49dfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.866832+00:00", + "ended_at": "2026-05-19T16:35:42.880332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e5461023d04cbf12", + "problem_id": "v2p_c12_4ba2955351b3807f", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=origurl.nav.", + "bindings": { + "group_col": "origurl.nav" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e5461023d04cbf12.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e5461023d04cbf12/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fb9dd23c2bf616ddcfbc95e51a7f4335eb72ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:34:06.537743+00:00", + "ended_at": "2026-05-19T16:34:17.680199+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e7b6653ced4bec46", + "problem_id": "v2p_c12_ee185e8d496fcda0", + "dataset_id": "c12", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=url.banner, measure_col=width.", + "bindings": { + "group_col": "url.banner", + "measure_col": "width", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f691be458f3ddb349f777e97e3ce5b3066c999a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e7b6653ced4bec46/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:34:11.482947+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4827.01, "started_at": "2026-05-19T16:34:06.652724+00:00", "ended_at": "2026-05-19T16:34:11.479798+00:00", "prompt_metrics": {"chars": 687631, "bytes_utf8": 687631, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-6437-77a1-a8a9-abca741e14e6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:34:17.680079+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5165.88, "started_at": "2026-05-19T16:34:12.510972+00:00", "ended_at": "2026-05-19T16:34:17.676939+00:00", "prompt_metrics": {"chars": 687631, "bytes_utf8": 687631, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4116-7b34-7913-b685-8dc4f781fb79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42ed9ecfa13e28b95f21009a9055ab21ba207b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "\"0\"", "support": 3222, "support_share": 0.9826166514181153, "cumulative_support": 3222}, {"value_label": "\"1\"", "support": 57, "support_share": 0.01738334858188472, "cumulative_support": 3279}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fc1f6af9744e590dce88869808bd82bd75f0191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e8bac2a08b02316b +-- problem_id: v2p_c12_c3e0bd95d6948b59 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.ball.gif" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.ball.gif" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..028af1e9334b796bd3d6883fd4c1d81345fd76cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_e\n-- sql_source_dataset_id: c12\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c12_e8bac2a08b02316b\n-- problem_id: v2p_c12_c3e0bd95d6948b59\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"url.ball.gif\" AS value_label, COUNT(*) AS support\n FROM \"c12\"\n GROUP BY \"url.ball.gif\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_e\\n-- sql_source_dataset_id: c12\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c12_e8bac2a08b02316b\\n-- problem_id: v2p_c12_c3e0bd95d6948b59\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"url.ball.gif\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c12\\\"\\n GROUP BY \\\"url.ball.gif\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"\\\"0\\\"\", \"support\": 3222, \"support_share\": 0.9826166514181153, \"cumulative_support\": 3222}, {\"value_label\": \"\\\"1\\\"\", \"support\": 57, \"support_share\": 0.01738334858188472, \"cumulative_support\": 3279}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a51fe5bd5c4712782c12d727ca06e4ad419afe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:35:42.821875+00:00", + "ended_at": "2026-05-19T16:35:42.838573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e8bac2a08b02316b", + "problem_id": "v2p_c12_c3e0bd95d6948b59", + "dataset_id": "c12", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=url.ball.gif.", + "bindings": { + "group_col": "url.ball.gif" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e8bac2a08b02316b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e8bac2a08b02316b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44aeb5535e5f7918920862cd6818ec75e4137f28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:21:23.162375+00:00", + "ended_at": "2026-05-19T16:21:39.756803+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_e96ec7b66952f703", + "problem_id": "v2p_c12_caa85ff7d29f95bd", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.FlowSoft.com, measure_col=height.", + "bindings": { + "group_col": "url.FlowSoft.com", + "measure_col": "height", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8428a6330731887748f5ca7610db840c5ad6340e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_e96ec7b66952f703/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:27.804659+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4543.1, "started_at": "2026-05-19T16:21:23.259133+00:00", "ended_at": "2026-05-19T16:21:27.802268+00:00", "prompt_metrics": {"chars": 687738, "bytes_utf8": 687738, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-bdc7-7953-8b32-4bf53b06572f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:39.756710+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 10931.17, "started_at": "2026-05-19T16:21:28.823138+00:00", "ended_at": "2026-05-19T16:21:39.754349+00:00", "prompt_metrics": {"chars": 687738, "bytes_utf8": 687738, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-d37d-7233-bd08-e05587d940de\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a9e092188058b1ae77f379712eec6dc94227c46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:12:16.304206+00:00", + "ended_at": "2026-05-19T16:12:25.406589+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_ea69302c55c52926", + "problem_id": "v2p_c12_ad5186f89daac988", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.shareware.com, measure_col=height.", + "bindings": { + "group_col": "url.shareware.com", + "measure_col": "height", + "item_col": "width", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27241a63e6509aa93b87567682fe0d85a91945f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_ea69302c55c52926/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:20.453230+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4040.23, "started_at": "2026-05-19T16:12:16.410629+00:00", "ended_at": "2026-05-19T16:12:20.450893+00:00", "prompt_metrics": {"chars": 687962, "bytes_utf8": 687962, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-6596-7d43-bb2f-d8d30bd9c789\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:25.406496+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3921.21, "started_at": "2026-05-19T16:12:21.482830+00:00", "ended_at": "2026-05-19T16:12:25.404083+00:00", "prompt_metrics": {"chars": 687962, "bytes_utf8": 687962, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-795f-7210-bd94-625696122b2b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57e8d9bf247a811782c0a5bfe7c9feff6a0668f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:30:23.338180+00:00", + "ended_at": "2026-05-19T16:30:33.939109+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_eaf48b908b080fba", + "problem_id": "v2p_c12_806580c82d3e0ce9", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=url.pawbutton.gif.", + "bindings": { + "group_col": "url.pawbutton.gif", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c37564e5d40ef4143bf11ace4de8f69839461603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_eaf48b908b080fba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:28.394280+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4950.87, "started_at": "2026-05-19T16:30:23.440153+00:00", "ended_at": "2026-05-19T16:30:28.391073+00:00", "prompt_metrics": {"chars": 687552, "bytes_utf8": 687552, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-fc62-77f2-983e-e493418ea5e6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:30:33.938912+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4520.9, "started_at": "2026-05-19T16:30:29.412977+00:00", "ended_at": "2026-05-19T16:30:33.933964+00:00", "prompt_metrics": {"chars": 687552, "bytes_utf8": 687552, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-138a-7a93-99c6-1897baf841d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21488ac0631d02487ca0085cbb94333c62baf1c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:11:26.437278+00:00", + "ended_at": "2026-05-19T16:11:35.756279+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_f0aad6fb3a5e5eab", + "problem_id": "v2p_c12_9d067d5756a93713", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.www.internauts.ca, measure_col=height.", + "bindings": { + "group_col": "url.www.internauts.ca", + "measure_col": "height", + "item_col": "width", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 49.56, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da2bf137b27ae8ef217d7aa817eb401bb80b595e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f0aad6fb3a5e5eab/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:30.485739+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3948.74, "started_at": "2026-05-19T16:11:26.534538+00:00", "ended_at": "2026-05-19T16:11:30.483304+00:00", "prompt_metrics": {"chars": 687973, "bytes_utf8": 687973, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-a2ea-7e62-a736-506941ecb7ae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:35.756186+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4253.34, "started_at": "2026-05-19T16:11:31.500507+00:00", "ended_at": "2026-05-19T16:11:35.753880+00:00", "prompt_metrics": {"chars": 687973, "bytes_utf8": 687973, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-b698-7180-a4d2-0aee3119926d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22843a4ce5ee06cc352a16901f03a27ee960c016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:19:20.634655+00:00", + "ended_at": "2026-05-19T16:19:37.941814+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_f5b838fc720aafa2", + "problem_id": "v2p_c12_efd7405cd0bf8135", + "dataset_id": "c12", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=url.www.ibitexas.com, measure_col=aratio.", + "bindings": { + "group_col": "url.www.ibitexas.com", + "measure_col": "aratio", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a0e3e9307c5e9556b763a422a8a13c1f4f40c61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5b838fc720aafa2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:27.882310+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7145.61, "started_at": "2026-05-19T16:19:20.734514+00:00", "ended_at": "2026-05-19T16:19:27.880151+00:00", "prompt_metrics": {"chars": 688120, "bytes_utf8": 688120, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-df53-7073-a945-0fb744aaf7d1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:37.941723+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9041.55, "started_at": "2026-05-19T16:19:28.897839+00:00", "ended_at": "2026-05-19T16:19:37.939421+00:00", "prompt_metrics": {"chars": 688120, "bytes_utf8": 688120, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-ff11-77c0-a428-00bcc00caeac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e718808492051317b5d9eb356611d43d08849044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:22:25.185803+00:00", + "ended_at": "2026-05-19T16:22:48.162235+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_f5d2b391e6885869", + "problem_id": "v2p_c12_81a193d1101c5f3f", + "dataset_id": "c12", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=url.charlie, measure_col=aratio.", + "bindings": { + "group_col": "url.charlie", + "measure_col": "aratio", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.571976, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc55584adb52c88a3a64972d5e7cda95afaf7f19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f5d2b391e6885869/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:39.054689+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 13762.74, "started_at": "2026-05-19T16:22:25.288705+00:00", "ended_at": "2026-05-19T16:22:39.051496+00:00", "prompt_metrics": {"chars": 687731, "bytes_utf8": 687731, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-b088-74b0-bc68-478770d86574\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:48.162112+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8078.77, "started_at": "2026-05-19T16:22:40.080027+00:00", "ended_at": "2026-05-19T16:22:48.158858+00:00", "prompt_metrics": {"chars": 687731, "bytes_utf8": 687731, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-ea36-7412-80b4-8085db7004b7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a01839eff4c959f0343924c30a8f44d7844b51fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:26:39.161724+00:00", + "ended_at": "2026-05-19T16:26:49.583753+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_f81dfba5e92d22aa", + "problem_id": "v2p_c12_978dd7ce14069f52", + "dataset_id": "c12", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=url.larx.com, condition_col=url.larx.com.", + "bindings": { + "group_col": "url.larx.com", + "condition_col": "url.larx.com", + "condition_value": "\"1\"", + "positive_value": "\"0\"", + "negative_value": "\"1\"", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7451b71ee8285a47328a58a44cdf80bcaa2b136d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f81dfba5e92d22aa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:43.757073+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4486.17, "started_at": "2026-05-19T16:26:39.267542+00:00", "ended_at": "2026-05-19T16:26:43.753765+00:00", "prompt_metrics": {"chars": 687822, "bytes_utf8": 687822, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-908c-7431-8bd1-6d18a22459d4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:49.583628+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4801.71, "started_at": "2026-05-19T16:26:44.778674+00:00", "ended_at": "2026-05-19T16:26:49.580446+00:00", "prompt_metrics": {"chars": 687822, "bytes_utf8": 687822, "lines": 18807, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-a622-74e0-a177-95908bbaf0f6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4cf005020b8d9e5baf98b220ff8818c1a283285b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:07.660583+00:00", + "ended_at": "2026-05-19T16:14:16.803751+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_f95161bd558c30e1", + "problem_id": "v2p_c12_f8e47efa52542d42", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.antiwar.com.", + "bindings": { + "group_col": "local", + "group_col_2": "url.antiwar.com", + "predicate_col": "url.csuhayward.edu", + "predicate_op": "=", + "predicate_value": "\"0\"", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3590f581f18acb3d3cbddba600054b1991d49d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_f95161bd558c30e1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:11.640696+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3882.78, "started_at": "2026-05-19T16:14:07.754667+00:00", "ended_at": "2026-05-19T16:14:11.637475+00:00", "prompt_metrics": {"chars": 687877, "bytes_utf8": 687877, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-189c-7472-97e5-5fd0cbd825b8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:16.803644+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4147.87, "started_at": "2026-05-19T16:14:12.653396+00:00", "ended_at": "2026-05-19T16:14:16.801313+00:00", "prompt_metrics": {"chars": 687877, "bytes_utf8": 687877, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-2bad-7c71-8c63-50177959b76d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d905ef5b58df64ffbb9d251478ba711b1857ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.pixs, measure_col=height. +Result preview: [{"url.pixs": "\"1\"", "width": "30", "total_measure": 456.0, "share_within_group": 95.39748953974896}, {"url.pixs": "\"0\"", "width": "468", "total_measure": 11123.0, "share_within_group": 7.33523259341326}, {"url.pixs": "\"1\"", "width": "122", "total_measure": 22.0, "share_within_group": 4.602510460251046}, {"url.pixs": "\"0\"", "width": "200", "total_measure": 6417.0, "share_within_group": 4.231788865587782}, {"url.pixs": "\"0\"", "width": "120", "total_measure": 5218.0, "share_within_group": 3.4410899642569803}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f21305a94c3e55a084038421a41f46831c4b18b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c12_fa66833efd7d64b6 +-- problem_id: v2p_c12_1b71e6af22d85fb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.pixs", "width", + SUM(CAST("height" AS REAL)) AS total_measure, + SUM(CAST("height" AS REAL)) * 100.0 / SUM(SUM(CAST("height" AS REAL))) OVER (PARTITION BY "url.pixs") AS share_within_group +FROM "c12" +WHERE "height" IS NOT NULL AND TRIM("height") <> '' AND "width" IS NOT NULL +GROUP BY "url.pixs", "width" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..947a9c646407303051821163a1be4ad27b9a4195 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"url.pixs\", \"width\",\n SUM(CAST(\"height\" AS REAL)) AS total_measure,\n SUM(CAST(\"height\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"height\" AS REAL))) OVER (PARTITION BY \"url.pixs\") AS share_within_group\nFROM \"c12\"\nWHERE \"height\" IS NOT NULL AND TRIM(\"height\") <> '' AND \"width\" IS NOT NULL\nGROUP BY \"url.pixs\", \"width\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"url.pixs\\\", \\\"width\\\",\\n SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"height\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"height\\\" AS REAL))) OVER (PARTITION BY \\\"url.pixs\\\") AS share_within_group\\nFROM \\\"c12\\\"\\nWHERE \\\"height\\\" IS NOT NULL AND TRIM(\\\"height\\\") <> '' AND \\\"width\\\" IS NOT NULL\\nGROUP BY \\\"url.pixs\\\", \\\"width\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"url.pixs\", \"width\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"url.pixs\": \"\\\"1\\\"\", \"width\": \"30\", \"total_measure\": 456.0, \"share_within_group\": 95.39748953974896}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"468\", \"total_measure\": 11123.0, \"share_within_group\": 7.33523259341326}, {\"url.pixs\": \"\\\"1\\\"\", \"width\": \"122\", \"total_measure\": 22.0, \"share_within_group\": 4.602510460251046}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"200\", \"total_measure\": 6417.0, \"share_within_group\": 4.231788865587782}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"120\", \"total_measure\": 5218.0, \"share_within_group\": 3.4410899642569803}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"100\", \"total_measure\": 5171.0, \"share_within_group\": 3.4100950948970574}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"150\", \"total_measure\": 5029.0, \"share_within_group\": 3.3164510215117584}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"140\", \"total_measure\": 4865.0, \"share_within_group\": 3.208298711404793}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"125\", \"total_measure\": 4548.0, \"share_within_group\": 2.9992482095516957}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"88\", \"total_measure\": 3498.0, \"share_within_group\": 2.3068096387449057}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"110\", \"total_measure\": 3174.0, \"share_within_group\": 2.093142879753096}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"180\", \"total_measure\": 3013.0, \"share_within_group\": 1.9869689655627218}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"90\", \"total_measure\": 2651.0, \"share_within_group\": 1.7482425249607618}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"184\", \"total_measure\": 1848.0, \"share_within_group\": 1.2186918846199501}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"182\", \"total_measure\": 1788.0, \"share_within_group\": 1.1791239662881337}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"231\", \"total_measure\": 1758.0, \"share_within_group\": 1.1593400071222253}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"80\", \"total_measure\": 1583.0, \"share_within_group\": 1.043933578654427}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"250\", \"total_measure\": 1581.0, \"share_within_group\": 1.0426146480433665}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"210\", \"total_measure\": 1580.0, \"share_within_group\": 1.0419551827378362}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"179\", \"total_measure\": 1532.0, \"share_within_group\": 1.010300848072383}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"95\", \"total_measure\": 1491.0, \"share_within_group\": 0.9832627705456416}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"108\", \"total_measure\": 1430.0, \"share_within_group\": 0.9430353869082948}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"50\", \"total_measure\": 1288.0, \"share_within_group\": 0.8493913135229956}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"130\", \"total_measure\": 1248.0, \"share_within_group\": 0.8230127013017845}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"234\", \"total_measure\": 1227.0, \"share_within_group\": 0.8091639298856487}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"96\", \"total_measure\": 1207.0, \"share_within_group\": 0.7959746237750432}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"60\", \"total_measure\": 1205.0, \"share_within_group\": 0.7946556931639827}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"129\", \"total_measure\": 1123.0, \"share_within_group\": 0.7405795381105}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"126\", \"total_measure\": 1109.0, \"share_within_group\": 0.7313470238330761}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"75\", \"total_measure\": 1104.0, \"share_within_group\": 0.7280496973054248}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"89\", \"total_measure\": 1101.0, \"share_within_group\": 0.7260713013888339}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"43\", \"total_measure\": 1100.0, \"share_within_group\": 0.7254118360833036}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"94\", \"total_measure\": 1095.0, \"share_within_group\": 0.7221145095556523}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"225\", \"total_measure\": 1092.0, \"share_within_group\": 0.7201361136390615}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"144\", \"total_measure\": 1074.0, \"share_within_group\": 0.7082657381395164}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"40\", \"total_measure\": 1051.0, \"share_within_group\": 0.6930980361123201}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"101\", \"total_measure\": 969.0, \"share_within_group\": 0.6390218810588375}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"16\", \"total_measure\": 960.0, \"share_within_group\": 0.633086693309065}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"178\", \"total_measure\": 877.0, \"share_within_group\": 0.5783510729500521}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"400\", \"total_measure\": 871.0, \"share_within_group\": 0.5743942811168704}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"161\", \"total_measure\": 865.0, \"share_within_group\": 0.5704374892836888}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"87\", \"total_measure\": 842.0, \"share_within_group\": 0.5552697872564925}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"135\", \"total_measure\": 841.0, \"share_within_group\": 0.5546103219509622}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"104\", \"total_measure\": 760.0, \"share_within_group\": 0.5011936322030098}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"0\", \"total_measure\": 752.0, \"share_within_group\": 0.4959179097587676}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"85\", \"total_measure\": 739.0, \"share_within_group\": 0.487344860786874}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"64\", \"total_measure\": 736.0, \"share_within_group\": 0.4853664648702832}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"175\", \"total_measure\": 725.0, \"share_within_group\": 0.4781123465094501}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"212\", \"total_measure\": 719.0, \"share_within_group\": 0.47415555467626846}, {\"url.pixs\": \"\\\"0\\\"\", \"width\": \"109\", \"total_measure\": 711.0, \"share_within_group\": 0.4688798322320263}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.35}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..273a50b5c506078d6333856f04b6967cade7cd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:08:41.966820+00:00", + "ended_at": "2026-05-19T16:09:10.846713+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_fa66833efd7d64b6", + "problem_id": "v2p_c12_1b71e6af22d85fb4", + "dataset_id": "c12", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=url.pixs, measure_col=height.", + "bindings": { + "group_col": "url.pixs", + "measure_col": "height", + "item_col": "width", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fa66833efd7d64b6.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_fa66833efd7d64b6", + "api_calls": 0, + "input_tokens": 218701, + "cached_input_tokens": 0, + "output_tokens": 1061, + "total_tokens": 219762, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27749.99, + "sql_execution_elapsed_ms_total": 11.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4eb6ffd478c24c8ce8b3f7411596bad45241bb78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:46.669428+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4603.23, "started_at": "2026-05-19T16:08:42.063730+00:00", "ended_at": "2026-05-19T16:08:46.667026+00:00", "prompt_metrics": {"chars": 687949, "bytes_utf8": 687949, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-206e-7901-857f-8c63c6c251ee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:10.832897+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23146.76, "started_at": "2026-05-19T16:08:47.683448+00:00", "ended_at": "2026-05-19T16:09:10.830240+00:00", "prompt_metrics": {"chars": 687949, "bytes_utf8": 687949, "lines": 18806, "estimated_tokens": null}, "response_metrics": {"chars": 619, "bytes_utf8": 619, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218701, "cached_input_tokens": 0, "output_tokens": 1061, "reasoning_output_tokens": 883}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"url.pixs\\\", \\\"width\\\",\\n SUM(CAST(\\\"height\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"height\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"height\\\" AS REAL))) OVER (PARTITION BY \\\"url.pixs\\\") AS share_within_group\\nFROM \\\"c12\\\"\\nWHERE \\\"height\\\" IS NOT NULL AND TRIM(\\\"height\\\") <> '' AND \\\"width\\\" IS NOT NULL\\nGROUP BY \\\"url.pixs\\\", \\\"width\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"url.pixs\\\", item_col=\\\"width\\\", and casted TEXT \\\"height\\\" to REAL for SQLite aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fafac6347d9df5f1d493662d3a91e459aea073cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_fa66833efd7d64b6", + "api_calls": 0, + "input_tokens": 218701, + "cached_input_tokens": 0, + "output_tokens": 1061, + "total_tokens": 219762, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27749.99, + "sql_execution_elapsed_ms_total": 11.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fa66833efd7d64b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c78ac20ebf4f11668039b1c76c4c361ebcdc8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:31:51.403770+00:00", + "ended_at": "2026-05-19T16:32:02.108983+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_fbde94a4d3cd2d86", + "problem_id": "v2p_c12_4ccb8d784c0f53a5", + "dataset_id": "c12", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=url.worlddrugstore.com.", + "bindings": { + "group_col": "url.worlddrugstore.com", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 60.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7ab6db6c929be581b8d7717627446744391924a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fbde94a4d3cd2d86/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:56.536149+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5016.73, "started_at": "2026-05-19T16:31:51.515589+00:00", "ended_at": "2026-05-19T16:31:56.532371+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-545c-7d00-b52a-2943ec6c1b19\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:32:02.108856+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4544.79, "started_at": "2026-05-19T16:31:57.560386+00:00", "ended_at": "2026-05-19T16:32:02.105256+00:00", "prompt_metrics": {"chars": 687563, "bytes_utf8": 687563, "lines": 18802, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-6bed-7e93-baca-91a9470c36a7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7200759a1c12fdbddbfdec4fb247ac7f433eeed1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.likesbooks.com, measure_col=aratio. +Result preview: [{"url.likesbooks.com": "\"0\"", "total_measure": 9267.4155}, {"url.likesbooks.com": "\"1\"", "total_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..adb6e3584d3f7fb0d92b4664550f5a1f6bc013e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_fcda13518b1b4e97 +-- problem_id: v2p_c12_9722ea99bfcb4396 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.likesbooks.com", SUM(CAST("aratio" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.likesbooks.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72cba2978140792cd4b100b7c04760438bdb28a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"url.likesbooks.com\", SUM(CAST(\"aratio\" AS REAL)) AS \"total_measure\"\nFROM \"c12\"\nGROUP BY \"url.likesbooks.com\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.likesbooks.com\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.likesbooks.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"url.likesbooks.com\", \"total_measure\"], \"rows\": [{\"url.likesbooks.com\": \"\\\"0\\\"\", \"total_measure\": 9267.4155}, {\"url.likesbooks.com\": \"\\\"1\\\"\", \"total_measure\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.83}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9723c79570bba65d45f09c4b50496564634d79f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:02:30.619880+00:00", + "ended_at": "2026-05-19T16:02:55.255241+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_fcda13518b1b4e97", + "problem_id": "v2p_c12_9722ea99bfcb4396", + "dataset_id": "c12", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=url.likesbooks.com, measure_col=aratio.", + "bindings": { + "group_col": "url.likesbooks.com", + "measure_col": "aratio", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.8, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fcda13518b1b4e97.sql", + "usage_summary": { + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_fcda13518b1b4e97", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 12032, + "output_tokens": 513, + "total_tokens": 219100, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23502.54, + "sql_execution_elapsed_ms_total": 13.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d72ce92182027a3b555c259e61e3e5834b7ba0e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:34.864149+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4149.0, "started_at": "2026-05-19T16:02:30.712847+00:00", "ended_at": "2026-05-19T16:02:34.861874+00:00", "prompt_metrics": {"chars": 687561, "bytes_utf8": 687561, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-75d1-70a0-9195-95595dce4027\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:55.238713+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19353.54, "started_at": "2026-05-19T16:02:35.880104+00:00", "ended_at": "2026-05-19T16:02:55.233690+00:00", "prompt_metrics": {"chars": 687561, "bytes_utf8": 687561, "lines": 18804, "estimated_tokens": null}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 218587, "cached_input_tokens": 12032, "output_tokens": 513, "reasoning_output_tokens": 399}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"url.likesbooks.com\\\", SUM(CAST(\\\"aratio\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c12\\\"\\nGROUP BY \\\"url.likesbooks.com\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the requested Grouped Numeric Sum template with group_col=\\\"url.likesbooks.com\\\" and measure_col=\\\"aratio\\\". CAST to REAL was added because \\\"aratio\\\" is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1686749f0ac7b66549df291dfe98c0f1037875e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c12", + "model": "v2-cli:codex", + "run_id": "v2q_c12_fcda13518b1b4e97", + "api_calls": 0, + "input_tokens": 218587, + "cached_input_tokens": 12032, + "output_tokens": 513, + "total_tokens": 219100, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23502.54, + "sql_execution_elapsed_ms_total": 13.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fcda13518b1b4e97/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99109d6edb3c82053bd496313caca0783ce9bb73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_e", + "dataset_id": "c12", + "started_at": "2026-05-19T16:14:44.811806+00:00", + "ended_at": "2026-05-19T16:14:54.211326+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c12_fd592186d2b8d3e1", + "problem_id": "v2p_c12_afb17999af7773ee", + "dataset_id": "c12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=local, group_col_2=url.heartland.pointe.", + "bindings": { + "group_col": "local", + "group_col_2": "url.heartland.pointe", + "predicate_col": "url.antiwar.com", + "predicate_op": "=", + "predicate_value": "\"0\"", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 392.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df959f452130218b9ffea1b1297ff662878c08a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/artifacts/v2q_c12_fd592186d2b8d3e1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:48.940621+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4014.06, "started_at": "2026-05-19T16:14:44.924222+00:00", "ended_at": "2026-05-19T16:14:48.938312+00:00", "prompt_metrics": {"chars": 687885, "bytes_utf8": 687885, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-a9d2-77e1-a2fe-3289546bd68d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:54.211233+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4242.62, "started_at": "2026-05-19T16:14:49.966366+00:00", "ended_at": "2026-05-19T16:14:54.209033+00:00", "prompt_metrics": {"chars": 687885, "bytes_utf8": 687885, "lines": 18808, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-bd70-76d3-bf01-5eaa3ddd76f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_00dd6a9e9d727c0a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_00dd6a9e9d727c0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8671cc196811c12519a9fa98074d63763a019d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_00dd6a9e9d727c0a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_00dd6a9e9d727c0a +-- problem_id: v2p_c12_f16ecaecab6b1535 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.peace.images", SUM(CAST("width" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.peace.images" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1529d688493ff670.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1529d688493ff670.sql new file mode 100644 index 0000000000000000000000000000000000000000..be4b48fc3368e8eb34a0c34d5ce36c9db69542ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1529d688493ff670.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c12_1529d688493ff670 +-- problem_id: v2p_c12_3be9984c910381be +-- realization_mode: agent +-- source_kind: agent +SELECT "url.area51.corridor", COUNT(*) AS "row_count" +FROM "c12" +GROUP BY "url.area51.corridor" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c1389f52ff57406.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c1389f52ff57406.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6c55e1660f7187568464fe54769c51cea2bba6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c1389f52ff57406.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_1c1389f52ff57406 +-- problem_id: v2p_c12_6a4930d8cc0e7cbf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.hevern" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.hevern" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c957f9f55277b39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c957f9f55277b39.sql new file mode 100644 index 0000000000000000000000000000000000000000..60e9edeb22939da6ea96a62dd207a5ce78d83575 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1c957f9f55277b39.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_1c957f9f55277b39 +-- problem_id: v2p_c12_bfa313a1ec0b6fd9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.nav" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.nav" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1f50b115f8c210a4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1f50b115f8c210a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..a827a65608c2a092ce71a67122035de1d46eb2a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_1f50b115f8c210a4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_1f50b115f8c210a4 +-- problem_id: v2p_c12_16fd1b3deadd7c1d +-- realization_mode: agent +-- source_kind: agent +SELECT "url.oso", SUM(CAST("aratio" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.oso" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_238925981630df08.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_238925981630df08.sql new file mode 100644 index 0000000000000000000000000000000000000000..18d734c2f25aa9523f120d88174a52ab368fa25f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_238925981630df08.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_238925981630df08 +-- problem_id: v2p_c12_b7eca027e2f12c46 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.images.buttons", SUM(CAST("width" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.images.buttons" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3003b2a16ddf05dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3003b2a16ddf05dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2a3dff0a22c7e51cb0bfa10bba195373db4c461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3003b2a16ddf05dc.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_3003b2a16ddf05dc +-- problem_id: v2p_c12_e6e0a3c34a4880ff +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.counter" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.counter" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3169cb80826dbebe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3169cb80826dbebe.sql new file mode 100644 index 0000000000000000000000000000000000000000..03544b315b1b3b15982a0c61f160ff118d91aaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_3169cb80826dbebe.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_3169cb80826dbebe +-- problem_id: v2p_c12_77826a6cba9a1c4c +-- realization_mode: agent +-- source_kind: agent +SELECT "url.oso", SUM(CAST("aratio" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.oso" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_36b452b3d4fab248.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_36b452b3d4fab248.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0721fa2343c74c05ea26cdd02f8f384835d875e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_36b452b3d4fab248.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_36b452b3d4fab248 +-- problem_id: v2p_c12_49266544176dc191 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.media", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.media" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_42823be728033bb4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_42823be728033bb4.sql new file mode 100644 index 0000000000000000000000000000000000000000..8272a0b65f0be5582f6dc9dae4f99e59a8fac292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_42823be728033bb4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_42823be728033bb4 +-- problem_id: v2p_c12_9fdc06d1b82e80e7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.exec.obidos" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.exec.obidos" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4572f97ab91b584a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4572f97ab91b584a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0cb2aaa58e201a12a15aeb6dfcbdde7d2be51d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4572f97ab91b584a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c12_4572f97ab91b584a +-- problem_id: v2p_c12_eb37f01d3e293b7e +-- realization_mode: agent +-- source_kind: agent +SELECT + "url.heartland.5309", + "aratio", + SUM(CAST("width" AS REAL)) AS "total_measure", + SUM(CAST("width" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("width" AS REAL))) OVER (PARTITION BY "url.heartland.5309"), 0) AS "share_within_group" +FROM "c12" +GROUP BY "url.heartland.5309", "aratio" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_478fe87c7680ec39.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_478fe87c7680ec39.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d4a31c7d4cb6cdab3210715bda3c6cc230d8b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_478fe87c7680ec39.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_478fe87c7680ec39 +-- problem_id: v2p_c12_593079489bd8970f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.ball.gif" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.ball.gif" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4e51eee37359cded.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4e51eee37359cded.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7cd3c552d4b8dee0207f9ba9d3b5064312aaea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4e51eee37359cded.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_4e51eee37359cded +-- problem_id: v2p_c12_437062dc6ace5e4f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.ans" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.ans" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4fa675f55798ff86.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4fa675f55798ff86.sql new file mode 100644 index 0000000000000000000000000000000000000000..71610d24f4ac53e2632fefa87a0d48f5a1b5921f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_4fa675f55798ff86.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_4fa675f55798ff86 +-- problem_id: v2p_c12_73c30065d0d00829 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.jsd" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.jsd" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_57741cd21a37ba85.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_57741cd21a37ba85.sql new file mode 100644 index 0000000000000000000000000000000000000000..6baf7dd2f487fc6c0b4a059f0c49392e99b4acdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_57741cd21a37ba85.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_57741cd21a37ba85 +-- problem_id: v2p_c12_61406a3548ad1cfc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.adcount.plx" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.adcount.plx" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5d68092eb49ad7cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5d68092eb49ad7cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..0edc06218182b4444ac5612f3f01ca29b5ebb600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5d68092eb49ad7cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_5d68092eb49ad7cc +-- problem_id: v2p_c12_06478ab938551ef8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "aratio", + COUNT(*) AS support, + AVG("width") AS avg_response +FROM "c12" +GROUP BY "aratio" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5da66b328a8718f6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5da66b328a8718f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6f3cba94bf8f63f3330342f35c5401038450515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_5da66b328a8718f6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_5da66b328a8718f6 +-- problem_id: v2p_c12_f540baaf51fe84f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.hydrogeologist", SUM(CAST("width" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.hydrogeologist" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6563aa32bf1d029b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6563aa32bf1d029b.sql new file mode 100644 index 0000000000000000000000000000000000000000..e967c12612bd00624a7cfd0c2e0748fe88152378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6563aa32bf1d029b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6563aa32bf1d029b +-- problem_id: v2p_c12_b884427afd285f00 +-- realization_mode: agent +-- source_kind: agent +SELECT "local", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "local" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69517387fbd015e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69517387fbd015e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..4344f93108a47cf62642f7353abf99de3be796ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69517387fbd015e0.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_69517387fbd015e0 +-- problem_id: v2p_c12_093b8a6121e00538 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.jsd" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.jsd" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69b6ebdf4739044c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69b6ebdf4739044c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a62a8698e85d52bebfffaa6dcbbf88f0f35f1c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_69b6ebdf4739044c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_69b6ebdf4739044c +-- problem_id: v2p_c12_9982068b90761f0a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.hevern" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.hevern" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6ad6d36aa3a35279.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6ad6d36aa3a35279.sql new file mode 100644 index 0000000000000000000000000000000000000000..5609dfb6a563b90c2400447dc97dd42d29dbdca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6ad6d36aa3a35279.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6ad6d36aa3a35279 +-- problem_id: v2p_c12_483cb50e61b4d0ac +-- realization_mode: agent +-- source_kind: agent +SELECT "url.peace.images", SUM(CAST("width" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.peace.images" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6b20cbd684841667.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6b20cbd684841667.sql new file mode 100644 index 0000000000000000000000000000000000000000..1346b7890cffa317ec30464012ca9b3df97de9ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_6b20cbd684841667.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_6b20cbd684841667 +-- problem_id: v2p_c12_dc8568baf3ae3672 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.www.slake.com", SUM(CAST("height" AS REAL)) AS total_measure +FROM "c12" +GROUP BY "url.www.slake.com" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_787c7f4f764ab040.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_787c7f4f764ab040.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcd3cbf583e61cce991f13e8279277d2b69e0f74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_787c7f4f764ab040.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_787c7f4f764ab040 +-- problem_id: v2p_c12_ec9be7c7673ea65d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "local" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "local" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7ae93c4fa3cb7ae8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7ae93c4fa3cb7ae8.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c11bc3ef5d03c3581731a564e549e82cbb121ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7ae93c4fa3cb7ae8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_7ae93c4fa3cb7ae8 +-- problem_id: v2p_c12_9079604da1bc41cf +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "aratio", + COUNT(*) AS support, + AVG("height") AS avg_response +FROM "c12" +GROUP BY "aratio" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7fa2a14ac9004739.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7fa2a14ac9004739.sql new file mode 100644 index 0000000000000000000000000000000000000000..417165f2252a54453503e30fa3d7c5420a28073c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_7fa2a14ac9004739.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_7fa2a14ac9004739 +-- problem_id: v2p_c12_53dfa0d0e7010c05 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.www.icgnet.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.www.icgnet.com" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_82f202007393fff7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_82f202007393fff7.sql new file mode 100644 index 0000000000000000000000000000000000000000..a78f7f6d3f5b79fda235644e1a14f3f9d9d599e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_82f202007393fff7.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_82f202007393fff7 +-- problem_id: v2p_c12_6ca1cffc5c1f1c3d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "local" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "local" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8507323dfe683c4b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8507323dfe683c4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..612dbcb8d1ea7bddb1d7f82998a3c20d8896bca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8507323dfe683c4b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_8507323dfe683c4b +-- problem_id: v2p_c12_9bd344279cc96f97 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "height", + COUNT(*) AS support, + AVG("aratio") AS avg_response +FROM "c12" +GROUP BY "height" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8ca46914c8248add.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8ca46914c8248add.sql new file mode 100644 index 0000000000000000000000000000000000000000..03c332554cd137653a2c558a35e79bca07847bdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8ca46914c8248add.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_8ca46914c8248add +-- problem_id: v2p_c12_46e7ec5ec3d0c064 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.www.slake.com", SUM(CAST("height" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.www.slake.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8f359ac6cc2c4fe8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8f359ac6cc2c4fe8.sql new file mode 100644 index 0000000000000000000000000000000000000000..639ebd6fb52e807c111e06c0d544f4cff7ceea3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_8f359ac6cc2c4fe8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_8f359ac6cc2c4fe8 +-- problem_id: v2p_c12_fb7255799e1afc7a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "alt.top" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "alt.top" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_90229fc909ebcdb1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_90229fc909ebcdb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fa9bf22c6200e31c6b6ac51a1191b093ca9f5ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_90229fc909ebcdb1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_90229fc909ebcdb1 +-- problem_id: v2p_c12_235889312ae4088b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.www.bossintl.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.www.bossintl.com" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_92528e06cb850095.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_92528e06cb850095.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff6da4b795199fb1c3e19d59fe180745b02061d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_92528e06cb850095.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_92528e06cb850095 +-- problem_id: v2p_c12_991c7f26a8f9c1f3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.www.icgnet.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.www.icgnet.com" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_a1c92382904eb838.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_a1c92382904eb838.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dc1727dd959aec3ff8827f74f2fc855ee0fe478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_a1c92382904eb838.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_a1c92382904eb838 +-- problem_id: v2p_c12_a16b54750d2385d7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.adcount.plx" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.adcount.plx" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_b3a51644795f642d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_b3a51644795f642d.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ba52a4b46efcd937fe93c5313379f733b4f3ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_b3a51644795f642d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_b3a51644795f642d +-- problem_id: v2p_c12_9196bf26a2d73268 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "width", + COUNT(*) AS support, + AVG("height") AS avg_response +FROM "c12" +GROUP BY "width" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_bef3021226d9c1ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_bef3021226d9c1ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..a888898e026d81f47519c44ad7fe6158d8ba34c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_bef3021226d9c1ce.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_bef3021226d9c1ce +-- problem_id: v2p_c12_98cdc80e96b9118e +-- realization_mode: agent +-- source_kind: agent +SELECT "url.likesbooks.com", SUM(CAST("aratio" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.likesbooks.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_c04057c64593b445.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_c04057c64593b445.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6d74b05f660ca511a18a2bc26ff33bbdacd8e76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_c04057c64593b445.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_c04057c64593b445 +-- problem_id: v2p_c12_f77746adf3e9cb8e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "alt.top" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "alt.top" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_cc87cda18a6d7bd2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_cc87cda18a6d7bd2.sql new file mode 100644 index 0000000000000000000000000000000000000000..baae293625f9d4f7ca5c8fd4e4afc376c13d2e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_cc87cda18a6d7bd2.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c12_cc87cda18a6d7bd2 +-- problem_id: v2p_c12_f91d0d43b66caf19 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.counter" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.counter" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d0939b6c5066aecb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d0939b6c5066aecb.sql new file mode 100644 index 0000000000000000000000000000000000000000..eabed5df578b968e1cdda1831c06e3a9c120023f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d0939b6c5066aecb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_d0939b6c5066aecb +-- problem_id: v2p_c12_93b3c1ba567d4754 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "width", + COUNT(*) AS support, + AVG("aratio") AS avg_response +FROM "c12" +GROUP BY "width" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d58d315fa4962dbf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d58d315fa4962dbf.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0dd21ed522c5f9d0ee4d08e7e55a005c39745a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d58d315fa4962dbf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c12_d58d315fa4962dbf +-- problem_id: v2p_c12_e10e837ad38237d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "height", + COUNT(*) AS support, + AVG("width") AS avg_response +FROM "c12" +GROUP BY "height" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d887a1e8fd3b812b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d887a1e8fd3b812b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0150477f0883a0e2699acb80c63bded5eac82fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_d887a1e8fd3b812b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_d887a1e8fd3b812b +-- problem_id: v2p_c12_812841a6ba0bcda9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.ans" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.ans" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_dbbd37791dc1ba19.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_dbbd37791dc1ba19.sql new file mode 100644 index 0000000000000000000000000000000000000000..223a372c40ea869207b3a5f12f535dd3726a5a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_dbbd37791dc1ba19.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_dbbd37791dc1ba19 +-- problem_id: v2p_c12_a95f6c3809aeaa3e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ancurl.exec.obidos" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "ancurl.exec.obidos" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e27aeebba211c808.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e27aeebba211c808.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4b2a5d1f019ae8ad7d21f8b002e0b58927ff9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e27aeebba211c808.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e27aeebba211c808 +-- problem_id: v2p_c12_02c7123f8bda66b0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.www.bossintl.com" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.www.bossintl.com" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e5461023d04cbf12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e5461023d04cbf12.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fb0320857ebb76e5f8703ff4572d43a9d658a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e5461023d04cbf12.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e5461023d04cbf12 +-- problem_id: v2p_c12_4ba2955351b3807f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "origurl.nav" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "origurl.nav" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e8bac2a08b02316b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e8bac2a08b02316b.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fc1f6af9744e590dce88869808bd82bd75f0191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_e8bac2a08b02316b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c12_e8bac2a08b02316b +-- problem_id: v2p_c12_c3e0bd95d6948b59 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "url.ball.gif" AS value_label, COUNT(*) AS support + FROM "c12" + GROUP BY "url.ball.gif" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fa66833efd7d64b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fa66833efd7d64b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..f21305a94c3e55a084038421a41f46831c4b18b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fa66833efd7d64b6.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c12_fa66833efd7d64b6 +-- problem_id: v2p_c12_1b71e6af22d85fb4 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.pixs", "width", + SUM(CAST("height" AS REAL)) AS total_measure, + SUM(CAST("height" AS REAL)) * 100.0 / SUM(SUM(CAST("height" AS REAL))) OVER (PARTITION BY "url.pixs") AS share_within_group +FROM "c12" +WHERE "height" IS NOT NULL AND TRIM("height") <> '' AND "width" IS NOT NULL +GROUP BY "url.pixs", "width" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fcda13518b1b4e97.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fcda13518b1b4e97.sql new file mode 100644 index 0000000000000000000000000000000000000000..adb6e3584d3f7fb0d92b4664550f5a1f6bc013e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/c12/sql/v2q_c12_fcda13518b1b4e97.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_e +-- sql_source_dataset_id: c12 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c12_fcda13518b1b4e97 +-- problem_id: v2p_c12_9722ea99bfcb4396 +-- realization_mode: agent +-- source_kind: agent +SELECT "url.likesbooks.com", SUM(CAST("aratio" AS REAL)) AS "total_measure" +FROM "c12" +GROUP BY "url.likesbooks.com" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87337267a8f0ff2e9061dde0269f91e9a4b79802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:18.021968+00:00", + "ended_at": "2026-05-19T16:24:21.456207+00:00", + "elapsed_ms": 3434.2, + "returncode": 1, + "prompt_metrics": { + "chars": 21256, + "bytes_utf8": 21256, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73ea0c893542fb4d58a27dead305a15ed1d311f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:22.459623+00:00", + "ended_at": "2026-05-19T16:24:25.934371+00:00", + "elapsed_ms": 3474.68, + "returncode": 1, + "prompt_metrics": { + "chars": 21256, + "bytes_utf8": 21256, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a22a27f8b18dfacf54315a4e3c38b86f8b1bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Daytime/evening attendance, condition_col=Educational special needs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a22a27f8b18dfacf54315a4e3c38b86f8b1bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Daytime/evening attendance, condition_col=Educational special needs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae16b16d4aeab2868b56a97b576f4801963d7a2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-68cf-78c2-ab8d-fd591472a162"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9abc87fc1b176db5ae5b652dd58818a1b33bb1d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-68cf-78c2-ab8d-fd591472a162"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ba04bdd1605bbcbc531cb32dee02c35042d6c69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7a19-7080-aa3d-a15779d5d9f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e867b9afa60416956b10d0d73615829c5cdddd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-7a19-7080-aa3d-a15779d5d9f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_07460ac7fd05b180/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16e88c66b8d11c38c20787c3f087361dc5770aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 20979, "bytes_utf8": 20979, "lines": 540, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17849, "cached_input_tokens": 12032, "output_tokens": 429, "reasoning_output_tokens": 334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f888f643f9a15b5be03de836def3943cd9868f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_153b6d8eca798da9", + "api_calls": 0, + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 429, + "total_tokens": 18278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10281.43, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a191c84523e15e2f84febe697ad0b519cfbdcc4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:30.106838+00:00", + "ended_at": "2026-05-19T16:06:40.388296+00:00", + "elapsed_ms": 10281.43, + "prompt_metrics": { + "chars": 20979, + "bytes_utf8": 20979, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17849, + "cached_input_tokens": 12032, + "output_tokens": 429, + "reasoning_output_tokens": 334 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de7274e13bdd42eb0f11819b02f53bbba94314c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Application order, measure_col=Application order.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Application order", + "measure_col": "Application order", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84dc9754a3d6b6bf85fec798e063609787cb9308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1ce0-79b3-bfcd-332edd435f2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Application order\\\", SUM(CAST(\\\"Application order\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Application order\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with both group_col and measure_col bound to \\\"Application order\\\". CAST is applied because the schema stores this field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17849,"cached_input_tokens":12032,"output_tokens":429,"reasoning_output_tokens":334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f89168d9568453362a5140ee935ca7e369cbe2fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Application order\", SUM(CAST(\"Application order\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Application order\"\nORDER BY total_measure DESC;","notes":"Used the required grouped numeric sum template with both group_col and measure_col bound to \"Application order\". CAST is applied because the schema stores this field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_153b6d8eca798da9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57acc85ed887263c9cb44042f4c86d2bf637bef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:58.669577+00:00", + "ended_at": "2026-05-19T16:30:01.792782+00:00", + "elapsed_ms": 3123.17, + "returncode": 1, + "prompt_metrics": { + "chars": 21043, + "bytes_utf8": 21043, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14a093df484cb3709d68c9c63688335e20eecd5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:02.795491+00:00", + "ended_at": "2026-05-19T16:30:05.991378+00:00", + "elapsed_ms": 3195.81, + "returncode": 1, + "prompt_metrics": { + "chars": 21043, + "bytes_utf8": 21043, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a23a0c88b14c95fe16c160e96b3d263b4f4eded --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Mother's qualification, measure_col=GDP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a23a0c88b14c95fe16c160e96b3d263b4f4eded --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Mother's qualification, measure_col=GDP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "GDP", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.79, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f68b198945f179effd28ec6cdf7f1c6a72aa7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9b72-78e1-a777-8f141acc19b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08ae55d89b3111469870238979889241a8357390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9b72-78e1-a777-8f141acc19b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f758f43d0858634ab4eaf4fe72e60ec57cf274d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ab97-7491-921e-844064fa7518"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1e46a6b17f5e7b2eb3b0adfbeab0a486d89ed56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ab97-7491-921e-844064fa7518"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_160f5120ea153fc2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9217d1366ff0758b2a6ca8546edd82747bdd64d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:17.257159+00:00", + "ended_at": "2026-05-19T16:16:20.369334+00:00", + "elapsed_ms": 3112.13, + "returncode": 1, + "prompt_metrics": { + "chars": 21576, + "bytes_utf8": 21576, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22716516788c9a97cbfaa72d99b00f2e73576da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:21.372892+00:00", + "ended_at": "2026-05-19T16:16:24.934533+00:00", + "elapsed_ms": 3561.56, + "returncode": 1, + "prompt_metrics": { + "chars": 21576, + "bytes_utf8": 21576, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d836ac1f993a99ad6a562bddb48aa503d26c7e9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d836ac1f993a99ad6a562bddb48aa503d26c7e9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14903ff90824cb03809303f89e820d5d6c748ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1314-7300-9ba8-c09b6ac3a216"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a32d559e93d79bc50858ee15039cb86859ca504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-1314-7300-9ba8-c09b6ac3a216"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..685645c28e52bfa661b9e411c1f2801c439c4cef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-230e-7793-92b1-fb6061c2804a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d29708300a35410b370f6be6fb0abd460ef3fb61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-230e-7793-92b1-fb6061c2804a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_1638887339f9943e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e5366c9122494e0828c5196b4279e5089128868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:14.718335+00:00", + "ended_at": "2026-05-19T16:08:17.707166+00:00", + "elapsed_ms": 2988.8, + "returncode": 1, + "prompt_metrics": { + "chars": 20999, + "bytes_utf8": 20999, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1bfc18e40179b35fb2f3ab337715e890a9b0c905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:18.708929+00:00", + "ended_at": "2026-05-19T16:08:21.931619+00:00", + "elapsed_ms": 3222.66, + "returncode": 1, + "prompt_metrics": { + "chars": 20999, + "bytes_utf8": 20999, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93e9cde159826cb0510fb274ca9d1c00dc43f0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Mother's qualification, measure_col=Mother's qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Mother's qualification", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93e9cde159826cb0510fb274ca9d1c00dc43f0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Mother's qualification, measure_col=Mother's qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Mother's qualification", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d9f05b8123d94407232ebc3442456464a0e308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b57a-7b60-9e85-e9d0075c9e4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d975f73f7010f046b3a12253032f83662dfda1f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-b57a-7b60-9e85-e9d0075c9e4d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3061027eac915b3ccbcbc393d6009ec619ff17ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c51b-7a71-af7e-e670de73ec25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc582b04eb19126203f25f8d99434d05b85bf4de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c51b-7a71-af7e-e670de73ec25"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_203470231bb13019/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a2a79d0f8fcb94e21d177eeb1640f6b958b8f0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 20940, "bytes_utf8": 20940, "lines": 540, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 20940, "bytes_utf8": 20940, "lines": 540, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17846, "cached_input_tokens": 12032, "output_tokens": 617, "reasoning_output_tokens": 515}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6aac449e6578f16b5f6ef437181cecaa3d70d0d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_20fb2f3d3b421bd9", + "api_calls": 0, + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 617, + "total_tokens": 18463, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20764.68, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4129de5f090d1894df9ad62dcee496ad896030de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:02.481941+00:00", + "ended_at": "2026-05-19T16:07:05.622201+00:00", + "elapsed_ms": 3140.24, + "returncode": 1, + "prompt_metrics": { + "chars": 20940, + "bytes_utf8": 20940, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3d2703f1365a168a665bf076f1929ec60a0b049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:06.624217+00:00", + "ended_at": "2026-05-19T16:07:24.248695+00:00", + "elapsed_ms": 17624.44, + "prompt_metrics": { + "chars": 20940, + "bytes_utf8": 20940, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17846, + "cached_input_tokens": 12032, + "output_tokens": 617, + "reasoning_output_tokens": 515 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a82398b3e9df6bd5f80d55eefe55963958e00881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Course, measure_col=Course.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Course", + "measure_col": "Course", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9500.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a82398b3e9df6bd5f80d55eefe55963958e00881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Course, measure_col=Course.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Course", + "measure_col": "Course", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9500.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58125d8b20fcbcdbe717f9a7efafa117814da56d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9b43-75c1-8bf0-c7299f0be46b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c29cf839a736a61c1f3eb95494f97a39c94ba7ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9b43-75c1-8bf0-c7299f0be46b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1bb85615b92eff0976f4f3784acd715495acd05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ab90-76e2-9bad-1298bf28b390"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Course\\\", SUM(CAST(\\\"Course\\\" AS REAL)) AS total_measure\\nFROM \\\"m5\\\"\\nGROUP BY \\\"Course\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the requested grouped numeric sum template with group_col=\\\"Course\\\" and measure_col=\\\"Course\\\". CAST(\\\"Course\\\" AS REAL) is used because the schema snapshot stores this numeric-coded column as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17846,"cached_input_tokens":12032,"output_tokens":617,"reasoning_output_tokens":515}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..90f2bf92c53257b272fb7c7383bdeeff51fb7850 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"Course\", SUM(CAST(\"Course\" AS REAL)) AS total_measure\nFROM \"m5\"\nGROUP BY \"Course\"\nORDER BY total_measure DESC;","notes":"Applied the requested grouped numeric sum template with group_col=\"Course\" and measure_col=\"Course\". CAST(\"Course\" AS REAL) is used because the schema snapshot stores this numeric-coded column as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_20fb2f3d3b421bd9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbf8c3bb573fc754eb38546176525d0a512ec736 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:26.207493+00:00", + "ended_at": "2026-05-19T16:15:29.398145+00:00", + "elapsed_ms": 3190.63, + "returncode": 1, + "prompt_metrics": { + "chars": 21136, + "bytes_utf8": 21136, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe62e851be34ffcb295ebe0bcc4f402f9088ed8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:30.400745+00:00", + "ended_at": "2026-05-19T16:15:33.659506+00:00", + "elapsed_ms": 3258.72, + "returncode": 1, + "prompt_metrics": { + "chars": 21136, + "bytes_utf8": 21136, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c99fb159beecfc007e5bc06ed1df9639cfeb42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Father's occupation.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Father's occupation", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c99fb159beecfc007e5bc06ed1df9639cfeb42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Father's occupation.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Father's occupation", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cc749bace008d2921a2f719d5dcfbfe5a0d1d9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4afc-7ef0-ac24-435dcf95ccac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd5759c106dbf419c502b4c93b6d12497fa69e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-4afc-7ef0-ac24-435dcf95ccac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72cadef4c7444c3a465dcb1ae69c07fe4b571c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5b7e-7833-b0bf-7264981179c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94daa93351ef1a70d5365e00c3a2bb37ec710869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-5b7e-7833-b0bf-7264981179c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2443e9ba359433ec/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33dc22a2c296ff04782660b8f82fa5bb84338fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:40.249434+00:00", + "ended_at": "2026-05-19T16:19:49.677394+00:00", + "elapsed_ms": 9427.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21179, + "bytes_utf8": 21179, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ba84f3ba00210d20e431782351fbc8a1540f9d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:50.679210+00:00", + "ended_at": "2026-05-19T16:19:58.302809+00:00", + "elapsed_ms": 7623.57, + "returncode": 1, + "prompt_metrics": { + "chars": 21179, + "bytes_utf8": 21179, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cd73d6cc93a03a4bac34ba004e90b5d86d400e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (evaluations), measure_col=Course.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9556.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cd73d6cc93a03a4bac34ba004e90b5d86d400e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (evaluations), measure_col=Course.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (evaluations)", + "measure_col": "Course", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9556.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c6fdff8ad12cc3f3f059d59a489e19f640519e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2b67-7c51-aedc-a82c61db7603"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76d8e4e32ed96e5f5ac35c5c05d13b7164485625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2b67-7c51-aedc-a82c61db7603"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa431ff7eba64b069e5a3849ae5be435b2be9ad0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5420-7d02-ac4e-c5d0acd31b76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d5fd9e1272885d3ede386998c70442e4de0acf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5420-7d02-ac4e-c5d0acd31b76"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_27a8d13dfeb49992/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9127812befca2b713ceba9245fc0de9b8e5c59d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:57.197747+00:00", + "ended_at": "2026-05-19T16:21:00.395316+00:00", + "elapsed_ms": 3197.54, + "returncode": 1, + "prompt_metrics": { + "chars": 21203, + "bytes_utf8": 21203, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..27c460563eaa99170ea472cf38703e01ec37eacb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:01.397341+00:00", + "ended_at": "2026-05-19T16:21:10.025795+00:00", + "elapsed_ms": 8628.42, + "returncode": 1, + "prompt_metrics": { + "chars": 21203, + "bytes_utf8": 21203, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe5444ed331b144441d3ce0b173d23842a1a8db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe5444ed331b144441d3ce0b173d23842a1a8db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da5087fd0970cf51f45d812b693988cc0bb3cc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-57f4-7153-927c-b7e926dc625a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da5e7ac7dcf052c87abed30d58509a7412ef9bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-57f4-7153-927c-b7e926dc625a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f219aaf500d93a03738b1e7a82bddb1af2cc654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-688d-7f72-bbc7-1a1d74a60804"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e493da45b25074b0992b0ebbde39bff5a8ff3918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-688d-7f72-bbc7-1a1d74a60804"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_2c059dd957d75aa2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0185aca382dc63334d1343fd496cd824ee29c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:53.619032+00:00", + "ended_at": "2026-05-19T16:12:58.186668+00:00", + "elapsed_ms": 4567.61, + "returncode": 1, + "prompt_metrics": { + "chars": 21774, + "bytes_utf8": 21774, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2810ec6bf6de0322fc050e96986bc8f0f33abcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:59.189517+00:00", + "ended_at": "2026-05-19T16:13:03.445148+00:00", + "elapsed_ms": 4255.58, + "returncode": 1, + "prompt_metrics": { + "chars": 21774, + "bytes_utf8": 21774, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2785bb2388fa781e9d1f33ba2a16a71c97b76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Mother's qualification, condition_col=Gender.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Mother's qualification", + "condition_col": "Gender", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2785bb2388fa781e9d1f33ba2a16a71c97b76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Mother's qualification, condition_col=Gender.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Mother's qualification", + "condition_col": "Gender", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7516f0b6901204037022cdd94e2722af40f95d86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f70b-7822-9dc5-ff753b4e6974"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfbea7bae1f6c48448f94cc90d0ec1d435608d0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-f70b-7822-9dc5-ff753b4e6974"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8432ae26e54f9a35a3ca9818b2d15797493de063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0cc1-7a02-9a58-88c5c6e7d0fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3bad7551bfc96465599f75f266f7e2d4c23e6f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0cc1-7a02-9a58-88c5c6e7d0fd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31721fff39e9ec1b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77e505ba4043395e5347a29b50af4b099947f40b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:42.659714+00:00", + "ended_at": "2026-05-19T16:09:45.560735+00:00", + "elapsed_ms": 2901.0, + "returncode": 1, + "prompt_metrics": { + "chars": 21510, + "bytes_utf8": 21510, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2b350f753996b0c2dbf0b4698e0d5dd1d0346be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:46.562636+00:00", + "ended_at": "2026-05-19T16:09:49.451732+00:00", + "elapsed_ms": 2889.07, + "returncode": 1, + "prompt_metrics": { + "chars": 21510, + "bytes_utf8": 21510, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e98ba5af7f434e387591e36e5829fcbbe71e33a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (credited), measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "item_col": "Curricular units 1st sem (credited)", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e98ba5af7f434e387591e36e5829fcbbe71e33a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Curricular units 2nd sem (credited), measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Curricular units 2nd sem (credited)", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "item_col": "Curricular units 1st sem (credited)", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ee244d0eb0f3873985fba19b6944add8ecc153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0d18-7b62-b477-d22c01c6f52c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f4574c911cc9e1b078df46b6f113e3044a9fe1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0d18-7b62-b477-d22c01c6f52c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da981ea6fd0724394ef1becf645d76dfd2b0859f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1c46-71d0-9880-9441de2e0e77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4fe509fb84fe104cb3c371e1395c8d2a8802ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1c46-71d0-9880-9441de2e0e77"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_31996764c35a4b5f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b2205265c60bb6fbf4e4d15fd785f884ec7e959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:59.904000+00:00", + "ended_at": "2026-05-19T16:16:03.447032+00:00", + "elapsed_ms": 3542.96, + "returncode": 1, + "prompt_metrics": { + "chars": 21560, + "bytes_utf8": 21560, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25489bacd4c0d8976491e17fd4cf7b919deba938 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:04.449876+00:00", + "ended_at": "2026-05-19T16:16:08.244519+00:00", + "elapsed_ms": 3794.59, + "returncode": 1, + "prompt_metrics": { + "chars": 21560, + "bytes_utf8": 21560, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..856465636d7619cc8f40df6f16dd9b6732eb368c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Nacionality, measure_col=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Curricular units 1st sem (approved)", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..856465636d7619cc8f40df6f16dd9b6732eb368c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Nacionality, measure_col=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Curricular units 1st sem (approved)", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..817c8a9d6907b80c5c8a1b6cd5cf9920fad14402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cea7-7bc2-ae7b-e6a4699d7786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7da2f8c324cdec6799fa6e49cd3c257ef66b396 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-cea7-7bc2-ae7b-e6a4699d7786"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88928a5f9918e1d883aed14e4e5ef5106af318d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e0e5-7030-a29d-9d250a35bc69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f820afe957686ca9cd2bbf3344a5181c1001a41c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-e0e5-7030-a29d-9d250a35bc69"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_35928c1be3009167/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fae2fa8b12cacc99ef8ea3d515cef2a92aa38cbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:19.497134+00:00", + "ended_at": "2026-05-19T16:14:22.508062+00:00", + "elapsed_ms": 3010.9, + "returncode": 1, + "prompt_metrics": { + "chars": 21320, + "bytes_utf8": 21320, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2c7862d24f3eafc0f897fc9c62ed42994b79402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:23.511358+00:00", + "ended_at": "2026-05-19T16:14:27.096551+00:00", + "elapsed_ms": 3585.14, + "returncode": 1, + "prompt_metrics": { + "chars": 21320, + "bytes_utf8": 21320, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..251351a363735e4dba035e5bb4d88217f548a2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 2nd sem (credited).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (credited)", + "predicate_col": "Gender", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..251351a363735e4dba035e5bb4d88217f548a2d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 2nd sem (credited).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (credited)", + "predicate_col": "Gender", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3999f83b1b63dab2c6bf873f7e1987dfec7f9d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-465f-70d0-9a9e-c785c5c59834"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7cfd066aac49ed4a9950a1e2e618f50ae4b792d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-465f-70d0-9a9e-c785c5c59834"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e77e9d7dfd542bc78e09008f9d22d10cb075e0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-560f-76c1-b26a-7a3916310809"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..099cb67e4f5c50579dfbc5d7cb4b1109af6d8ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-560f-76c1-b26a-7a3916310809"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_36e6690d6fdf5ecd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..336fca5ce6213185d777a5022c54812691067328 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:59.066361+00:00", + "ended_at": "2026-05-19T16:08:02.238477+00:00", + "elapsed_ms": 3172.09, + "returncode": 1, + "prompt_metrics": { + "chars": 20955, + "bytes_utf8": 20955, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..860af033f30cc83dfbfa17709d0ca34ae492fc73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:03.240628+00:00", + "ended_at": "2026-05-19T16:08:06.436633+00:00", + "elapsed_ms": 3195.98, + "returncode": 1, + "prompt_metrics": { + "chars": 20955, + "bytes_utf8": 20955, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad6eb60a9ed3db880adbe9446026028af0ca94ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Nacionality, measure_col=Nacionality.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Nacionality", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad6eb60a9ed3db880adbe9446026028af0ca94ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Nacionality, measure_col=Nacionality.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Nacionality", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3108ec3b1cfcc2e6b5b6c496a82f7dfcbd8c95b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7866-7681-9fdc-9be4313bbb75"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62471a65104b623274ca9fa532c0cd97643cf0b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-7866-7681-9fdc-9be4313bbb75"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab3adbbfa397d1c41490ee49014cb723fbe91d10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-88a9-7f90-be87-4917ccd3927f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba1ab58892d563b39742691b144e24dabfae0e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-88a9-7f90-be87-4917ccd3927f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4207d5ea195c0c3b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ec679ec88df3a3cdb60b9fa4dd06aa4e50d233c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:10.029938+00:00", + "ended_at": "2026-05-19T16:21:21.299514+00:00", + "elapsed_ms": 11269.55, + "returncode": 1, + "prompt_metrics": { + "chars": 21207, + "bytes_utf8": 21207, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00797eae9cc0b8e06b243dacae31608303688607 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:22.301485+00:00", + "ended_at": "2026-05-19T16:21:24.976367+00:00", + "elapsed_ms": 2674.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21207, + "bytes_utf8": 21207, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf644a8d75534e518bf401ddad0db80314ed659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf644a8d75534e518bf401ddad0db80314ed659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (enrolled), measure_col=Mother's qualification.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "measure_col": "Mother's qualification", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88abf62ad823d711fbc61041e20ec3916406ef3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-8a0b-73a1-9546-9930ee827d12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e0eeb105df5d7a7bda0dc00dec04642cac82e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-8a0b-73a1-9546-9930ee827d12"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fb19bc3459ed2ae11d529c6b34395d4d90d4a45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ba1d-7e63-a191-ab46b4df5855"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac1750a2df2a094789d993878c38d25a65325002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-ba1d-7e63-a191-ab46b4df5855"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_46230be551f558bb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40c42fdaf4f82a08a7038b5b6f4a3504adeed609 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:25.938315+00:00", + "ended_at": "2026-05-19T16:24:29.438639+00:00", + "elapsed_ms": 3500.29, + "returncode": 1, + "prompt_metrics": { + "chars": 21217, + "bytes_utf8": 21217, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c58a0889b9947129f53e3ef0c33a991e7a315312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:30.441054+00:00", + "ended_at": "2026-05-19T16:24:34.164118+00:00", + "elapsed_ms": 3723.02, + "returncode": 1, + "prompt_metrics": { + "chars": 21217, + "bytes_utf8": 21217, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a675704b2e9ec17730ec14cb9b1cc358ec871e64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Previous qualification, condition_col=Debtor.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a675704b2e9ec17730ec14cb9b1cc358ec871e64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Previous qualification, condition_col=Debtor.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previous qualification", + "condition_col": "Debtor", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00da9fe86b58619028beba93d440d312ffd03a23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-87cd-7f90-8c52-ddd9905e1094"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1e86e7a1ff4e17cf0ed844ee8a29907b0807bc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-87cd-7f90-8c52-ddd9905e1094"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c0310ad8a7755cd6bdc27fd7f30445995aacbf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-998a-7f60-8c26-b3ffd1c0e7ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..460781d27820444ac413d227ee0d20d526fd32f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-998a-7f60-8c26-b3ffd1c0e7ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_472dddd6f746a0f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..867aba123f2215d07e44fcddf57fdb894a5896c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 20863, "bytes_utf8": 20863, "lines": 538, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17820, "cached_input_tokens": 12032, "output_tokens": 176, "reasoning_output_tokens": 106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6055c69ed4057b4ad87a3f45bbb23ea94bd5373a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m5", + "model": "v2-cli:codex", + "run_id": "v2q_m5_4bb404a55016f2e6", + "api_calls": 0, + "input_tokens": 17820, + "cached_input_tokens": 12032, + "output_tokens": 176, + "total_tokens": 17996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7031.04, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7550efcef66089d585eaf99311465b854e064556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:28.472174+00:00", + "ended_at": "2026-05-19T16:09:35.503238+00:00", + "elapsed_ms": 7031.04, + "prompt_metrics": { + "chars": 20863, + "bytes_utf8": 20863, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 296, + "bytes_utf8": 296, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 17820, + "cached_input_tokens": 12032, + "output_tokens": 176, + "reasoning_output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe68f2de0e9f6fdef9bc5e2f4ad7baa03d76aa98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=International.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "International", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12b2f04e54222a2f73a964d2292b92de56d5c011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-d5bd-79d1-8ab4-97357c8d9aea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"International\\\", COUNT(*) AS row_count\\nFROM \\\"m5\\\"\\nGROUP BY \\\"International\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by the bound subgroup column \\\"International\\\" to inspect count distribution / subgroup size stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":17820,"cached_input_tokens":12032,"output_tokens":176,"reasoning_output_tokens":106}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6efc1a46b1c42fcf327a911cd6084b016d65ca90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"International\", COUNT(*) AS row_count\nFROM \"m5\"\nGROUP BY \"International\"\nORDER BY row_count DESC;","notes":"Grouped count by the bound subgroup column \"International\" to inspect count distribution / subgroup size stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_4bb404a55016f2e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c29a0c4bf33bfa93d6eaa03cc2205e1766583db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:14.074327+00:00", + "ended_at": "2026-05-19T16:26:18.060388+00:00", + "elapsed_ms": 3986.01, + "returncode": 1, + "prompt_metrics": { + "chars": 20986, + "bytes_utf8": 20986, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54bcef7015136369593cd913e8780cc68ce1bb89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:19.063056+00:00", + "ended_at": "2026-05-19T16:26:22.325267+00:00", + "elapsed_ms": 3262.14, + "returncode": 1, + "prompt_metrics": { + "chars": 20986, + "bytes_utf8": 20986, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b274a541f99329b9c8404a0aa68fc245befe818b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b274a541f99329b9c8404a0aa68fc245befe818b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 1st sem (approved)", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f63d28a4c99d17ad2937d7e822f4ab831a3a5b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2e30-7e10-8420-6bd657c4de67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf14f822943de0850b3230cb08fbba1577fcf4ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2e30-7e10-8420-6bd657c4de67"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4731763063163c5bb4272f70f34309864e6b5e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-41ae-7e22-b39c-3df30dc5305a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88f6ecb8115df3ce6077cd12e015553a37687337 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-41ae-7e22-b39c-3df30dc5305a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_532f6ef8accdcbed/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbc3b29024c5d0bd036e478e91bdc77b43504187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:29.323217+00:00", + "ended_at": "2026-05-19T16:08:32.603713+00:00", + "elapsed_ms": 3280.47, + "returncode": 1, + "prompt_metrics": { + "chars": 21000, + "bytes_utf8": 21000, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d61ff0e749da433b2ebd420a5e96e399a4286648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:08:33.605821+00:00", + "ended_at": "2026-05-19T16:08:36.605433+00:00", + "elapsed_ms": 2999.57, + "returncode": 1, + "prompt_metrics": { + "chars": 21000, + "bytes_utf8": 21000, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..305843609707045272e48d1c33da89fd9bbc5637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Father's qualification, measure_col=Father's qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Father's qualification", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..305843609707045272e48d1c33da89fd9bbc5637 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Father's qualification, measure_col=Father's qualification.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Father's qualification", + "measure_col": "Father's qualification", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 37.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..294e97536df5669d363782c32557f49ce3fb4404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ee89-7123-af9d-2776c9e24c96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4a60b4d3aaef8b16f609ca8dcfc57552c6b1ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ee89-7123-af9d-2776c9e24c96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7d5bc9baf2302076f41d2640ca69a469f7cac21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ff4b-7723-9360-2ec2a43af986"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55499814085d4158727418a6546479832052ab2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-ff4b-7723-9360-2ec2a43af986"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6443479a72b763b0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fd4f9527812bb739d5d722ce99878c4a2cc6f64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:05.253913+00:00", + "ended_at": "2026-05-19T16:17:16.184216+00:00", + "elapsed_ms": 10930.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21576, + "bytes_utf8": 21576, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..134528635991d1ca95db6071cf8ac889f5169a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:17.188066+00:00", + "ended_at": "2026-05-19T16:17:20.236863+00:00", + "elapsed_ms": 3048.74, + "returncode": 1, + "prompt_metrics": { + "chars": 21576, + "bytes_utf8": 21576, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e2583f42b9a0f911e8b50d4287cb3ab911a5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Father's occupation, measure_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Father's occupation", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e2583f42b9a0f911e8b50d4287cb3ab911a5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Father's occupation, measure_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Father's occupation", + "measure_col": "Curricular units 2nd sem (enrolled)", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85a4265d03f9f86b9c7d85ff45d22271c1a11f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ce55-7e51-826c-ccca0a530f30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf84ccf46b49f71831b1940caa587c3dc750251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ce55-7e51-826c-ccca0a530f30"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dff6e7a29ac51d26f4c51448ce43e6507f904cd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-fcf5-7373-8938-3b11054534f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac20d058b066e0023119b5cb486c91e470da2103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-fcf5-7373-8938-3b11054534f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_68367ca3cb117cb5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87d96a703ebd94744b60e614083566970c9e5e41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:10.255444+00:00", + "ended_at": "2026-05-19T16:24:13.774540+00:00", + "elapsed_ms": 3519.06, + "returncode": 1, + "prompt_metrics": { + "chars": 21249, + "bytes_utf8": 21249, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7ee01f413c08a2792c0eab96f237af77b0f77e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:14.778565+00:00", + "ended_at": "2026-05-19T16:24:18.017710+00:00", + "elapsed_ms": 3239.08, + "returncode": 1, + "prompt_metrics": { + "chars": 21249, + "bytes_utf8": 21249, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f1222d0272cd25445ae873c9cc3bd0ff0caf3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Daytime/evening attendance, condition_col=Educational special needs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f1222d0272cd25445ae873c9cc3bd0ff0caf3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Daytime/evening attendance, condition_col=Educational special needs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Daytime/evening attendance", + "condition_col": "Educational special needs", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..144b04465c7602b514b1a1af591c3b11dab71413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4ab3-7273-be1e-9bec2b43279d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1406f48e25c82e9a0ca97c161562e7b8319dcf25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-4ab3-7273-be1e-9bec2b43279d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dbca2b8d3290e38f01127e39566974c0111cf9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-5c57-7733-9407-ad1e237c2c28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b28c56d44a8f41cee68cc295c823888fea3ce9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-5c57-7733-9407-ad1e237c2c28"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6aa624619afd1814/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..596f8e9daddd696a6652cc911027df2220493f09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:26.035842+00:00", + "ended_at": "2026-05-19T16:27:29.431827+00:00", + "elapsed_ms": 3395.94, + "returncode": 1, + "prompt_metrics": { + "chars": 20994, + "bytes_utf8": 20994, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8061a7131b6342c27d13487d86ef3e2ae61784f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:30.435580+00:00", + "ended_at": "2026-05-19T16:27:33.791342+00:00", + "elapsed_ms": 3355.7, + "returncode": 1, + "prompt_metrics": { + "chars": 20994, + "bytes_utf8": 20994, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd7ee54d957b200d7d688477f5d7e296e3dfa39b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd7ee54d957b200d7d688477f5d7e296e3dfa39b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Curricular units 2nd sem (evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (evaluations)", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b9a813fbbe82a967e29dddb096ad213a7ec7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4751-7711-8743-d5896153a5fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c07d924511cb2cf9279c30fe444556b43766ea15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-4751-7711-8743-d5896153a5fe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc7a34b79957b009519df99a2723dc8a236e487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-5864-75b0-b680-08ab3c26f33a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc0c5485b3e2d05d51e110ea4c88cbeed0d6dca0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-5864-75b0-b680-08ab3c26f33a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_6b7b71f595dc0d3a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37707fb862edd6645e8e5a3f778a7d5a6f351d91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:14.066683+00:00", + "ended_at": "2026-05-19T16:09:17.274618+00:00", + "elapsed_ms": 3207.91, + "returncode": 1, + "prompt_metrics": { + "chars": 20873, + "bytes_utf8": 20873, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a549225d5cb07f21a411af6be059b8beb7fdc37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:18.276392+00:00", + "ended_at": "2026-05-19T16:09:21.194929+00:00", + "elapsed_ms": 2918.51, + "returncode": 1, + "prompt_metrics": { + "chars": 20873, + "bytes_utf8": 20873, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f748249f5df78586965c1352236ff4403bf78067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Scholarship holder.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Scholarship holder", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f748249f5df78586965c1352236ff4403bf78067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Scholarship holder.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Scholarship holder", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a4926b1e7b7b716fafc6442711b4577a3d589b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d5d-7cb0-94ef-9120b6b17a06"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fc5401e2a8174c72d9187c0f3bb6a798e785a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-9d5d-7cb0-94ef-9120b6b17a06"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eefb2f14cdf7fe2d98a06f7d83ceed1e9cfd7854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-adcc-7e71-b4d8-1b37430d66ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cb1739afc728f1b64154fe169b23ee02f2d57f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-adcc-7e71-b4d8-1b37430d66ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_71c774577edd8b22/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c80f659d398d3149d364742fa7064667f7ec9a1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-7568-71a2-8825-6c3ea59b4f5e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..040e736ecba889058ca2d2edafbc8a15e3733e3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9083f9dd879f7183/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8585-7b40-8af7-7158ea148f3b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3ba4ccc7ad73b444846e78b16bf530a06404ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:41.487277+00:00", + "ended_at": "2026-05-19T16:14:44.354529+00:00", + "elapsed_ms": 2867.23, + "returncode": 1, + "prompt_metrics": { + "chars": 21142, + "bytes_utf8": 21142, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e82fa3ada0f05d5adc80eb9e10f7ba44c9dd941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:45.357186+00:00", + "ended_at": "2026-05-19T16:14:48.484331+00:00", + "elapsed_ms": 3127.1, + "returncode": 1, + "prompt_metrics": { + "chars": 21142, + "bytes_utf8": 21142, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..563458925cb68d4deb25c2ce74dc43e01194e368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Previous qualification", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..563458925cb68d4deb25c2ce74dc43e01194e368 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Previous qualification.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Previous qualification", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91976f689226d702b1e93d88dbefdff579805e38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9c4b-7fe3-a3ed-ec0c7b1a51b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ad02d397eebec77e2c818d710c53a1b4b8ad632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-9c4b-7fe3-a3ed-ec0c7b1a51b4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cea6d6b3e29e97a09998bf62af9ebe6a0c1c3c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-ab5b-7a43-847b-611735a968ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c7df0d1698faef952a31bdb80b34007f0362e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-ab5b-7a43-847b-611735a968ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a6b6cf192df48af/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77f8b378cd393c86f649befc39b54ee993a856c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:47.683736+00:00", + "ended_at": "2026-05-19T16:21:50.882673+00:00", + "elapsed_ms": 3198.91, + "returncode": 1, + "prompt_metrics": { + "chars": 21200, + "bytes_utf8": 21200, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbd54f776b554b36adf39408c05b9d24956f4744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:21:51.885721+00:00", + "ended_at": "2026-05-19T16:21:55.355194+00:00", + "elapsed_ms": 3469.43, + "returncode": 1, + "prompt_metrics": { + "chars": 21200, + "bytes_utf8": 21200, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cd7b3e6df7b8874120fd3b5aec4b5aa30a6b8c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (approved), measure_col=Mother's occupation.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "Mother's occupation", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cd7b3e6df7b8874120fd3b5aec4b5aa30a6b8c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Curricular units 2nd sem (approved), measure_col=Mother's occupation.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 2nd sem (approved)", + "measure_col": "Mother's occupation", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26789bf4c0b25a481c1b15da5060836532aaaf6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1d2d-71a0-8580-5ced4766057d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1c65a484ada62d26672e102b365d7f6d7161cae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-1d2d-71a0-8580-5ced4766057d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa77fc9c52739355eb01188f46792eed9fed54a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-2d8a-72c3-a299-273f4404a674"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..304fa170abbdb5da686884d2ea707a5f060965f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-2d8a-72c3-a299-273f4404a674"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9a80cde89ea2bbb4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97e84b62656b82228ef7e15a2014474fed2e5f97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:08.248665+00:00", + "ended_at": "2026-05-19T16:16:11.903386+00:00", + "elapsed_ms": 3654.68, + "returncode": 1, + "prompt_metrics": { + "chars": 21575, + "bytes_utf8": 21575, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25b7afe5bd06db67ac3c160dfe2d52ea3c40f02f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:12.906758+00:00", + "ended_at": "2026-05-19T16:16:17.252847+00:00", + "elapsed_ms": 4346.02, + "returncode": 1, + "prompt_metrics": { + "chars": 21575, + "bytes_utf8": 21575, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4fa12a07fee88673fdb1a71f915fba786612b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4fa12a07fee88673fdb1a71f915fba786612b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Mother's qualification, measure_col=Curricular units 1st sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Mother's qualification", + "measure_col": "Curricular units 1st sem (grade)", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c741a0146c9a3da8c9f7c643e30a88cb892e46f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-efdd-7a80-ad84-61da683bc967"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56943e8942a07ee09dea7a0e3cc530506cd79134 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-efdd-7a80-ad84-61da683bc967"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ddd46ee7b1ccbfde22dded8d8c3b95c9afad940 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0202-7490-9d4b-a94b41a60c2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d7452aefd745a17d6d213d64ad70644f9f4489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0202-7490-9d4b-a94b41a60c2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_9af9fc5814fb20ad/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65483d39cfc714f59a6639a12b8b4d7b93e6a3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:34.550217+00:00", + "ended_at": "2026-05-19T16:14:37.326490+00:00", + "elapsed_ms": 2776.24, + "returncode": 1, + "prompt_metrics": { + "chars": 21339, + "bytes_utf8": 21339, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c383dc451caec610d7f9ae536b93db07471fa65c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:38.328451+00:00", + "ended_at": "2026-05-19T16:14:41.484351+00:00", + "elapsed_ms": 3155.87, + "returncode": 1, + "prompt_metrics": { + "chars": 21339, + "bytes_utf8": 21339, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac9f30decde01a343942018bc6ab74b058ce3b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 2nd sem (evaluations).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (evaluations)", + "predicate_col": "Age at enrollment", + "predicate_op": ">=", + "predicate_value": 25.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac9f30decde01a343942018bc6ab74b058ce3b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 2nd sem (evaluations).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 2nd sem (evaluations)", + "predicate_col": "Age at enrollment", + "predicate_op": ">=", + "predicate_value": 25.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6909c3cd4d2dbc21e6b4c740902d98ced80727dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8141-7ee3-8a14-27de6844dccc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5f6e7782ca58530f7ab6a7a6698935a6b2728c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8141-7ee3-8a14-27de6844dccc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c9ae1f80267333c5b65e5358d63312d37a5e94f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-900b-7c61-bb1e-f74669541658"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..da19be0057011a0417256cae128d42177a6789b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-900b-7c61-bb1e-f74669541658"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a3879512731ef028/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3e4ff5031c79dd31ad72a2538307df3daf07100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:10.332692+00:00", + "ended_at": "2026-05-19T16:13:13.244753+00:00", + "elapsed_ms": 2912.03, + "returncode": 1, + "prompt_metrics": { + "chars": 21781, + "bytes_utf8": 21781, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7967bb1f6274c827a28efe7d03f008d3c1524425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:14.247501+00:00", + "ended_at": "2026-05-19T16:13:17.401150+00:00", + "elapsed_ms": 3153.62, + "returncode": 1, + "prompt_metrics": { + "chars": 21781, + "bytes_utf8": 21781, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0b8ceed2da4baff07045431c6c55a3aa7117b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Mother's occupation, condition_col=International.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Mother's occupation", + "condition_col": "International", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0b8ceed2da4baff07045431c6c55a3aa7117b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Mother's occupation, condition_col=International.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Mother's occupation", + "condition_col": "International", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfcc734908b5ac71ba5251eccc5068504450802a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-384a-7302-a8da-548fff2f0bdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..656d25e423bdb31ca6f8c8ca8559c4dc7617250d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-384a-7302-a8da-548fff2f0bdf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d1872c4c9a49353ec1067c7e6dab61114ed165 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4799-7512-8f16-44f12c13fe40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..124cf03bd90e7f445d63111a2f30b96c28aeac38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4799-7512-8f16-44f12c13fe40"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a6ff9f8b61de3b8c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af3232bea5fedc4f07b0584a939f42eb1a96c3c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:39.424166+00:00", + "ended_at": "2026-05-19T16:27:42.735621+00:00", + "elapsed_ms": 3311.39, + "returncode": 1, + "prompt_metrics": { + "chars": 20986, + "bytes_utf8": 20986, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e1d55984b57458fd523997a1e3212860139f0dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-65a4-7b30-b42d-f4d3daa9b8db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b51f50ffe5f59ba013f8941edac6a61105981e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7bb8-72d1-a7c8-1f6b74a3b198"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_a9b73c2c8729f6cd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dea6ae9ab384c59f5a0ffb07509b93ab6d486aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:53.866426+00:00", + "ended_at": "2026-05-19T16:11:56.648926+00:00", + "elapsed_ms": 2782.47, + "returncode": 1, + "prompt_metrics": { + "chars": 21428, + "bytes_utf8": 21428, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81a131295ee9da64952a8d98c3883ce2578d21fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:57.652162+00:00", + "ended_at": "2026-05-19T16:12:00.833897+00:00", + "elapsed_ms": 3181.69, + "returncode": 1, + "prompt_metrics": { + "chars": 21428, + "bytes_utf8": 21428, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5995bd90e081f8ccf78bd7fae82455ebc0463e7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Marital status, measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Marital status", + "measure_col": "Previous qualification (grade)", + "item_col": "Previous qualification (grade)", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 140.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5995bd90e081f8ccf78bd7fae82455ebc0463e7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Marital status, measure_col=Previous qualification (grade).", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Marital status", + "measure_col": "Previous qualification (grade)", + "item_col": "Previous qualification (grade)", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 140.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69070bcbf9bccfc7da530f265e0e9c2aee197e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0d80-7040-ad8d-bfd7362cab3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38da24dd2e82984d00ca09f53c42b9e056d6eae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-0d80-7040-ad8d-bfd7362cab3a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..835df9edd1291b3169559ec707edfe06477e6cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1c4f-7f20-b9cb-ff8d5d5cc199"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d0e71131fea70956b78e4d5368044fd004fcdc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-1c4f-7f20-b9cb-ff8d5d5cc199"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_b013e0d84150f119/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..436ae4e4a7c5c258c96afdc73344f11ca5b6a65f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:12.170522+00:00", + "ended_at": "2026-05-19T16:23:19.576110+00:00", + "elapsed_ms": 7405.53, + "returncode": 1, + "prompt_metrics": { + "chars": 21227, + "bytes_utf8": 21227, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21725ae9715401f945602c74d7739879072abf14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:20.580231+00:00", + "ended_at": "2026-05-19T16:23:24.594942+00:00", + "elapsed_ms": 4014.64, + "returncode": 1, + "prompt_metrics": { + "chars": 21227, + "bytes_utf8": 21227, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..511291eaf563189608816d775023aed1ba5ded02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Application mode, condition_col=Application order.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..511291eaf563189608816d775023aed1ba5ded02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Application mode, condition_col=Application order.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application mode", + "condition_col": "Application order", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f30a05baa00280c5f200c547fd2058040ca9fed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-678f-7523-ae24-03a1c5939a2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae2dfa052efcaa10497d2d77871415a7acf1b6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-678f-7523-ae24-03a1c5939a2b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba08b7a30f8a6632aec6efe8de80f19e78ccb2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8862-7b73-bf21-5cb1e5df46d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4b808259f980bd76fedda41d99c411278e776c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-8862-7b73-bf21-5cb1e5df46d2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ba1284219ff6b25c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7b1392f3b440b54297dc2f53f08fbec40abd097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:40.396286+00:00", + "ended_at": "2026-05-19T16:06:43.479899+00:00", + "elapsed_ms": 3083.59, + "returncode": 1, + "prompt_metrics": { + "chars": 20980, + "bytes_utf8": 20980, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b0feda5e227c8992dcc93f8a5bc6bc7b3ea44a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:44.481954+00:00", + "ended_at": "2026-05-19T16:06:47.933979+00:00", + "elapsed_ms": 3451.99, + "returncode": 1, + "prompt_metrics": { + "chars": 20980, + "bytes_utf8": 20980, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75083e2657b9addcc1dc39924d3ef3c3838b159f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Application order, measure_col=Application order.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Application order", + "measure_col": "Application order", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..75083e2657b9addcc1dc39924d3ef3c3838b159f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Application order, measure_col=Application order.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Application order", + "measure_col": "Application order", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20871fe3b20fb1f187c462362f6c4788d1419c9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4524-7b62-b441-c8eada2f7fe5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d75f07909164abe9e37066d1276fe3554f7fa848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4524-7b62-b441-c8eada2f7fe5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..687f16fc5ccb2071f6a5c87463c336a3e17f10aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-550a-7540-be28-3f69233d3246"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..784a7f459e91186d4cafa936ad5e9f51b1589fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-550a-7540-be28-3f69233d3246"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_bdebb93f304163cf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d24234dffd09be828cfe7dedfe26ed630ce4981 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:17.014737+00:00", + "ended_at": "2026-05-19T16:29:20.559835+00:00", + "elapsed_ms": 3545.05, + "returncode": 1, + "prompt_metrics": { + "chars": 21140, + "bytes_utf8": 21140, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1812759b440a0998207ce5b1d863d895c13514c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:21.562612+00:00", + "ended_at": "2026-05-19T16:29:26.762709+00:00", + "elapsed_ms": 5200.04, + "returncode": 1, + "prompt_metrics": { + "chars": 21140, + "bytes_utf8": 21140, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f671ff21ec58bca4b0bb8cbc386030373b34ed9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f671ff21ec58bca4b0bb8cbc386030373b34ed9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e113747b9c3bc3e3233021ae31ebc8587634f9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-f8b9-77f2-a180-cb066b5feba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71a30a0e1fd7d087b5d2d92c5fc1798e0444e949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-f8b9-77f2-a180-cb066b5feba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0f71fb73fdb4ad9e83c666c39879597bbb92d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0a8e-77a1-9678-ac8814e2ba5a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c84be8d3d386bb3f148611f571ef10a80be0d54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-0a8e-77a1-9678-ac8814e2ba5a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c2f43ed5936a54a0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55ab9591e23b2616695d8f9c5572a8e6f1ae6c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:50.625043+00:00", + "ended_at": "2026-05-19T16:27:53.725852+00:00", + "elapsed_ms": 3100.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21009, + "bytes_utf8": 21009, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f42bda2b0c859212cbf3fbcef612292afb58785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:54.728538+00:00", + "ended_at": "2026-05-19T16:27:58.320970+00:00", + "elapsed_ms": 3592.38, + "returncode": 1, + "prompt_metrics": { + "chars": 21009, + "bytes_utf8": 21009, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7f3f56ff9f2005894e250829949f7faec01204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7f3f56ff9f2005894e250829949f7faec01204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a0e2f4b177e1ed3299b43ac473ae85543616ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a74f-7351-8a0b-d03b872d360c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56fc8952653d24502255081bb1786fa456ba0ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a74f-7351-8a0b-d03b872d360c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f24ffe4adc56b9ff4ee6c915846d4ccd581a45a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b749-7682-99fc-b85966318a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..996f7ae6a92725310979dbecf4f54f34c31cce8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b749-7682-99fc-b85966318a78"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c45ca59ea760c39b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b6531eb56ebb312214e704a24bc2aaccf468565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:02.876266+00:00", + "ended_at": "2026-05-19T16:14:08.531243+00:00", + "elapsed_ms": 5654.95, + "returncode": 1, + "prompt_metrics": { + "chars": 21320, + "bytes_utf8": 21320, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d56b992966d43dbbc3e77aca852fe312ebe5469c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:09.534240+00:00", + "ended_at": "2026-05-19T16:14:12.602105+00:00", + "elapsed_ms": 3067.82, + "returncode": 1, + "prompt_metrics": { + "chars": 21320, + "bytes_utf8": 21320, + "lines": 544, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e860340423685f04d06740af539a6d02677bdfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (approved)", + "predicate_col": "Debtor", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e860340423685f04d06740af539a6d02677bdfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,544 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Application mode, group_col_2=Curricular units 1st sem (approved).", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Application mode", + "group_col_2": "Curricular units 1st sem (approved)", + "predicate_col": "Debtor", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..312c7a2adc6a5418a2191a00bad434d176863cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0585-7881-a6b4-bf52b6a71397"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da5dfb36b232ef246b7e58f93f6afba20d902162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-0585-7881-a6b4-bf52b6a71397"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..752a3bcc2848578721f22dc4ab1027562213a5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1f9b-7370-84e0-70e6baf4e56b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..46cde4fe1790c5b31b043d6126e74ce8624f0fdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1f9b-7370-84e0-70e6baf4e56b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_c71996fa677e0e5d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e40d2d98aca59e0352d6a03cbd548814713d8ad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:33.291493+00:00", + "ended_at": "2026-05-19T16:25:37.994313+00:00", + "elapsed_ms": 4702.77, + "returncode": 1, + "prompt_metrics": { + "chars": 20898, + "bytes_utf8": 20898, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e5dfe6bc0d1c67dcc7dca8643fb642429a580b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:38.997901+00:00", + "ended_at": "2026-05-19T16:25:42.082264+00:00", + "elapsed_ms": 3084.31, + "returncode": 1, + "prompt_metrics": { + "chars": 20898, + "bytes_utf8": 20898, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3c1376205303b9f7e62b9d4f2d9c1a5fcfee0dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Application order.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Application order", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3c1376205303b9f7e62b9d4f2d9c1a5fcfee0dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Application order.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Application order", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4db9cba5e2a5647ba1fe90b09dd7a70dc14953d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8ede-7df1-ab65-f6625ab12b00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b88cc0d495576ab481a1f055c0568bce658623 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8ede-7df1-ab65-f6625ab12b00"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2272d97bd38642c940c84bad33f424abc8118547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a538-7ca3-b8b9-7c1c31b699c7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3639d6c015f4adea03ec1b9c91f41fa927a0789f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a538-7ca3-b8b9-7c1c31b699c7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_ca673cdaea8274b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3d78c3a3d6bcf8818cd1d76e22a4dfb3392222c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:09.493131+00:00", + "ended_at": "2026-05-19T16:27:12.925274+00:00", + "elapsed_ms": 3432.1, + "returncode": 1, + "prompt_metrics": { + "chars": 20989, + "bytes_utf8": 20989, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9dde76867965e0e77c5d7595d644dc403b2b042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:13.928527+00:00", + "ended_at": "2026-05-19T16:27:18.005447+00:00", + "elapsed_ms": 4076.85, + "returncode": 1, + "prompt_metrics": { + "chars": 20989, + "bytes_utf8": 20989, + "lines": 538, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ae626be456d8723335fe24ca42cbad538df0156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ae626be456d8723335fe24ca42cbad538df0156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,538 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Curricular units 2nd sem (enrolled).", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Curricular units 2nd sem (enrolled)", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 25.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95ee97202a35cf6db4b0fdb33ba64150e70c7d47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-069e-7332-9628-efa78b3d317e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5543aaa5fe39c6f5b3e3ead65f50f7f90db16a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-1802-7813-8b0a-0b8b6d3c72e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_cf9b05fe19ebf17b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fad58b3252adc7f82a5c157e414fedf17968903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:03.525667+00:00", + "ended_at": "2026-05-19T16:18:07.236903+00:00", + "elapsed_ms": 3711.2, + "returncode": 1, + "prompt_metrics": { + "chars": 21544, + "bytes_utf8": 21544, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df438a582729c4de1570e99bc2c42743f3c2ad66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:08.239148+00:00", + "ended_at": "2026-05-19T16:18:11.228815+00:00", + "elapsed_ms": 2989.63, + "returncode": 1, + "prompt_metrics": { + "chars": 21544, + "bytes_utf8": 21544, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..450fe670235ff3a7ee7b14ae8cc02c1794f68af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Debtor, measure_col=Curricular units 2nd sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..450fe670235ff3a7ee7b14ae8cc02c1794f68af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Debtor, measure_col=Curricular units 2nd sem (grade).", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Debtor", + "measure_col": "Curricular units 2nd sem (grade)", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..422d8cc70848f4f6c4ae471d094d53a597c6db06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b1ff-7da2-b28d-c019405c4f7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e531787b1d67028ed4366daaff7cd031a487b11f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b1ff-7da2-b28d-c019405c4f7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e390f591dfbb3b03b7addbd7e8e92ae728ce2d77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c46d-7613-b870-0ec4eabbf0e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad00847490897122953620ca01e1c2d7d090af70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-c46d-7613-b870-0ec4eabbf0e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d3b072fda5507abf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33a32a3b309e287d73ef62a7f24f202309483614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:09.400110+00:00", + "ended_at": "2026-05-19T16:29:12.756504+00:00", + "elapsed_ms": 3356.36, + "returncode": 1, + "prompt_metrics": { + "chars": 21141, + "bytes_utf8": 21141, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05d2e3521145f03c773e4a56ff74cf738a284822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:13.758899+00:00", + "ended_at": "2026-05-19T16:29:17.010085+00:00", + "elapsed_ms": 3251.13, + "returncode": 1, + "prompt_metrics": { + "chars": 21141, + "bytes_utf8": 21141, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44cd230f05465892ae1ca4165776dc5be316f302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..44cd230f05465892ae1ca4165776dc5be316f302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Daytime/evening attendance, measure_col=Curricular units 2nd sem (without evaluations).", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Daytime/evening attendance", + "measure_col": "Curricular units 2nd sem (without evaluations)", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..702c097602342a668d2ac7ce0b5761770f99e05b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-db08-7490-9995-ba4c5f937185"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ef8b52b852b609e6d9d81b801d607e0ce6576c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-db08-7490-9995-ba4c5f937185"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cb2f1553b9dfdd128392d2269df1c185f7743b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ec06-7d73-a238-1477994918bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb6d935c0cd28693c2e019bfc2342cbd039bd39a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-ec06-7d73-a238-1477994918bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d5faeb06b9c284dc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35155aebb6318cd41e57cc9bf1d1454dd858875d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:23.383552+00:00", + "ended_at": "2026-05-19T16:11:26.608064+00:00", + "elapsed_ms": 3224.42, + "returncode": 1, + "prompt_metrics": { + "chars": 21364, + "bytes_utf8": 21364, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef4de2b291e5405efcef0a0d92bf39e08611027a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:27.610667+00:00", + "ended_at": "2026-05-19T16:11:30.904374+00:00", + "elapsed_ms": 3293.66, + "returncode": 1, + "prompt_metrics": { + "chars": 21364, + "bytes_utf8": 21364, + "lines": 542, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2a142fb84a551f610f8c558867b637f8002bca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=GDP, measure_col=Course.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GDP", + "measure_col": "Course", + "item_col": "Curricular units 2nd sem (approved)", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9556.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2a142fb84a551f610f8c558867b637f8002bca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,542 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=GDP, measure_col=Course.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "GDP", + "measure_col": "Course", + "item_col": "Curricular units 2nd sem (approved)", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9556.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..339d731e152131ffdf553252db101d115052ee5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-96b7-7681-87e3-6598ac13a5f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a87c7cca2c62a00e707b1b0bf6db7cb20821bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-96b7-7681-87e3-6598ac13a5f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4f29da757c4939f8d0493f87ebff466a4c3de2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a6f6-7352-866e-fc7847841ac5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..05fca54be1eb8e6972afdee2907ef997aeb76ddb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a6f6-7352-866e-fc7847841ac5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_d7dee4b4f8261063/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..523a05f4ec920d77d76aa3cf14c09ce9376a9776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:40.054593+00:00", + "ended_at": "2026-05-19T16:23:50.840386+00:00", + "elapsed_ms": 10785.74, + "returncode": 1, + "prompt_metrics": { + "chars": 21241, + "bytes_utf8": 21241, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec5ebc27a230c6a91b690f627da4304ebb602565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:51.843267+00:00", + "ended_at": "2026-05-19T16:23:54.973188+00:00", + "elapsed_ms": 3129.86, + "returncode": 1, + "prompt_metrics": { + "chars": 21241, + "bytes_utf8": 21241, + "lines": 543, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35faa1d7c5c12a464166cac51647bec7de100d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Application order, condition_col=Daytime/evening attendance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application order", + "condition_col": "Daytime/evening attendance", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..35faa1d7c5c12a464166cac51647bec7de100d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,543 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Application order, condition_col=Daytime/evening attendance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Application order", + "condition_col": "Daytime/evening attendance", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 13.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06c9d2cbda4d428bb34f58b7306cd79f200109b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d481-7602-860a-903a4d0fcef1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59765b81c93282b1e5da7ccd75d7277d00c54ba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d481-7602-860a-903a4d0fcef1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bebcc7ce31dbebfc3b8b67f6715d8a6e705082d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0287-7313-b209-519ff2779543"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb8249fd2dae61b0bd0733ec1f8fe76ef8e6c052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-0287-7313-b209-519ff2779543"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_e82f6f8a7f77553b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d2ae18345338447452b3ce9df4d97d9a06ab02d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:33.042401+00:00", + "ended_at": "2026-05-19T16:19:35.941086+00:00", + "elapsed_ms": 2898.66, + "returncode": 1, + "prompt_metrics": { + "chars": 21194, + "bytes_utf8": 21194, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5dd34f51b8440cfea3a8cc21648af2776e93b530 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:36.944384+00:00", + "ended_at": "2026-05-19T16:19:40.246604+00:00", + "elapsed_ms": 3302.17, + "returncode": 1, + "prompt_metrics": { + "chars": 21194, + "bytes_utf8": 21194, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13432a83bef258791f582a124c27bc0cd12ca507 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (enrolled), measure_col=Application order.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13432a83bef258791f582a124c27bc0cd12ca507 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Curricular units 1st sem (enrolled), measure_col=Application order.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Curricular units 1st sem (enrolled)", + "measure_col": "Application order", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4aa4e69c38b204b7766ea657550b6e146db83c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0f38-7f01-84d8-16c1f0d45456"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c4e40c93eca121fcd7e02bdc4879947b53d083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-0f38-7f01-84d8-16c1f0d45456"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..536756576f68404958479762e22f1bd6af0c824a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1e78-70d0-83c1-9cb6f11e7753"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab9ff1da7a2dfd1eb52a629136c4dec8de75ab2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-1e78-70d0-83c1-9cb6f11e7753"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f2171365d6880ce0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d6231e322ec6ba4b8dc98b1736b9e66f6dcc985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:50.358718+00:00", + "ended_at": "2026-05-19T16:29:54.527908+00:00", + "elapsed_ms": 4169.14, + "returncode": 1, + "prompt_metrics": { + "chars": 21046, + "bytes_utf8": 21046, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..909b84abf396b5b1ca30ca664a1ba703d76a1c29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:55.531620+00:00", + "ended_at": "2026-05-19T16:29:58.665345+00:00", + "elapsed_ms": 3133.65, + "returncode": 1, + "prompt_metrics": { + "chars": 21046, + "bytes_utf8": 21046, + "lines": 540, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a61111f02675b8047c146e6e11a8f949ee9605f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Nacionality, measure_col=Inflation rate.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Inflation rate", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a61111f02675b8047c146e6e11a8f949ee9605f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,540 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m5 +- dataset_name: Predict Students Dropout And Academic Success +- table_name: m5 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 36 feature columns and target `Target`. +- task_type: classification +- target_column: Target +- main_row_count: 4424 +- important_fields: +- Marital status: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Marital status. +- Application mode: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application mode. +- Application order: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Application order. +- Course: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Course. +- Daytime/evening attendance: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Daytime/evening attendance. +- Previous qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Previous qualification. +- Previous qualification (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for Previous qualification (grade). +- Nacionality: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Nacionality. +- Mother's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's qualification. +- Father's qualification: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's qualification. +- Mother's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Mother's occupation. +- Father's occupation: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Father's occupation. +- Admission grade: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Admission grade. +- Displaced: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Displaced. +- Educational special needs: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Educational special needs. +- Debtor: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Debtor. +- Tuition fees up to date: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Tuition fees up to date. +- Gender: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Scholarship holder: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Scholarship holder. +- Age at enrollment: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age at enrollment. +- International: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for International. +- Curricular units 1st sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (credited). +- Curricular units 1st sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (enrolled). +- Curricular units 1st sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (evaluations). +- Curricular units 1st sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (approved). +- Curricular units 1st sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 1st sem (grade). +- Curricular units 1st sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 1st sem (without evaluations). +- Curricular units 2nd sem (credited): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (credited). +- Curricular units 2nd sem (enrolled): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (enrolled). +- Curricular units 2nd sem (evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (evaluations). +- Curricular units 2nd sem (approved): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (approved). +- Curricular units 2nd sem (grade): role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Curricular units 2nd sem (grade). +- Curricular units 2nd sem (without evaluations): role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Curricular units 2nd sem (without evaluations). +- Unemployment rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Unemployment rate. +- Inflation rate: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Inflation rate. +- GDP: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for GDP. +- Target: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Target. +- useful_field_combinations: [['Marital status', 'Application mode', 'Target'], ['Marital status', 'Marital status', 'Target']] +- fields_requiring_caution: ['Target', 'Admission grade', 'Curricular units 1st sem (grade)', 'Curricular units 2nd sem (grade)'] +- source_url: https://archive.ics.uci.edu/dataset/697/predict+students+dropout+and+academic+success + +SQLite schema snapshot: +{ + "table_name": "m5", + "quoted_table_name": "\"m5\"", + "row_count": 4424, + "columns": [ + { + "name": "Marital status", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application mode", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Application order", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Course", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Daytime/evening attendance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previous qualification (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Nacionality", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's qualification", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Mother's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Father's occupation", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Admission grade", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Displaced", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Educational special needs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Debtor", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Tuition fees up to date", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Scholarship holder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age at enrollment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "International", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 1st sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (credited)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (enrolled)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (approved)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (grade)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Curricular units 2nd sem (without evaluations)", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Unemployment rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Inflation rate", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "GDP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Marital status": "1", + "Application mode": "17", + "Application order": "5", + "Course": "171", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "19", + "Father's qualification": "12", + "Mother's occupation": "5", + "Father's occupation": "9", + "Admission grade": "127.3", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "0", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "0", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "15", + "Application order": "1", + "Course": "9254", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "160.0", + "Nacionality": "1", + "Mother's qualification": "1", + "Father's qualification": "3", + "Mother's occupation": "3", + "Father's occupation": "3", + "Admission grade": "142.5", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "6", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "14.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.666666666666666", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + }, + { + "Marital status": "1", + "Application mode": "1", + "Application order": "5", + "Course": "9070", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "37", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "124.8", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "0", + "Gender": "1", + "Scholarship holder": "0", + "Age at enrollment": "19", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "0", + "Curricular units 1st sem (approved)": "0", + "Curricular units 1st sem (grade)": "0.0", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "0", + "Curricular units 2nd sem (approved)": "0", + "Curricular units 2nd sem (grade)": "0.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "10.8", + "Inflation rate": "1.4", + "GDP": "1.74", + "Target": "Dropout" + }, + { + "Marital status": "1", + "Application mode": "17", + "Application order": "2", + "Course": "9773", + "Daytime/evening attendance": "1", + "Previous qualification": "1", + "Previous qualification (grade)": "122.0", + "Nacionality": "1", + "Mother's qualification": "38", + "Father's qualification": "37", + "Mother's occupation": "5", + "Father's occupation": "3", + "Admission grade": "119.6", + "Displaced": "1", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "20", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "8", + "Curricular units 1st sem (approved)": "6", + "Curricular units 1st sem (grade)": "13.428571428571429", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "10", + "Curricular units 2nd sem (approved)": "5", + "Curricular units 2nd sem (grade)": "12.4", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "9.4", + "Inflation rate": "-0.8", + "GDP": "-3.12", + "Target": "Graduate" + }, + { + "Marital status": "2", + "Application mode": "39", + "Application order": "1", + "Course": "8014", + "Daytime/evening attendance": "0", + "Previous qualification": "1", + "Previous qualification (grade)": "100.0", + "Nacionality": "1", + "Mother's qualification": "37", + "Father's qualification": "38", + "Mother's occupation": "9", + "Father's occupation": "9", + "Admission grade": "141.5", + "Displaced": "0", + "Educational special needs": "0", + "Debtor": "0", + "Tuition fees up to date": "1", + "Gender": "0", + "Scholarship holder": "0", + "Age at enrollment": "45", + "International": "0", + "Curricular units 1st sem (credited)": "0", + "Curricular units 1st sem (enrolled)": "6", + "Curricular units 1st sem (evaluations)": "9", + "Curricular units 1st sem (approved)": "5", + "Curricular units 1st sem (grade)": "12.333333333333334", + "Curricular units 1st sem (without evaluations)": "0", + "Curricular units 2nd sem (credited)": "0", + "Curricular units 2nd sem (enrolled)": "6", + "Curricular units 2nd sem (evaluations)": "6", + "Curricular units 2nd sem (approved)": "6", + "Curricular units 2nd sem (grade)": "13.0", + "Curricular units 2nd sem (without evaluations)": "0", + "Unemployment rate": "13.9", + "Inflation rate": "-0.3", + "GDP": "0.79", + "Target": "Graduate" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m5", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Nacionality, measure_col=Inflation rate.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Nacionality", + "measure_col": "Inflation rate", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8275d8a6159abab86cf7aeb59fa221655c0a14ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7afa-7300-a823-6a3cfec89157"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c8de9e3810ea8f650b194bc1751ac024b59139 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7afa-7300-a823-6a3cfec89157"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..385962e157b219e0fe3250c8b496c5c734959b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8f52-7fc0-9925-b22c072c2d0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3853d6538c3a59653020377a8d653df38a7e10ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8f52-7fc0-9925-b22c072c2d0e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_e/m5/artifacts/v2q_m5_f7914e36059de058/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391